Recent advances in the utilization of covalent organic frameworks (COFs) as electrode materials for supercapacitors

Due to their excellent stability, ease of modification, high specific surface area, and tunable redox potentials, covalent organic frameworks (COFs) as potential electrodes in supercapacitors (SCs) have raised much research interest because these materials can enable the achievement of high electric double-layer supercapacitance and high pseudocapacitance. Here, the design strategies and SC applications of COF-based electrode materials are summarized. The detailed principles are introduced first, followed by discussions on strategies with diverse examples. The updated advances in design and applications are also discussed. Finally, in the outlook section, we provide some guidelines on the rational design of COF-based electrode materials for high-performance SCs, which we hope will inspire novel concepts for COF-based supercapacitors.


Introduction
Although current power generation is dominated by traditional fossil energy, 1 the exhausting fossil sources and related environmental issues are forcing people to nd alternatives. 2A rising share of clean and renewable energy in the total energy generation has been witnessed in recent years.For instance, wind and solar energy contributed to 10.5% of energy generation in 2021, compared to only 0.7% in 2012. 3However, the increasing production of renewable energy and its discontinuous generation nature, as well as the usage of electric vehicles and portable electronic devices have led to the rapidly growing demand for electrochemical energy storage (EES) devices.From 2022 to 2030, an estimated 387 GW/1143 GW h of new energy storage capacity will be added globally. 4][7][8][9][10] Rechargeable batteries, based on redox reactions, have been widely applied in a variety of elds for decades due to their high capacity and energy density.On the other hand, capacitors exhibit ultrahigh power density, outstanding cycling stability, and ultrafast charging/ discharging rate owing to the utilization of electrochemical double-layer capacitance (EDLC). 11Especially, supercapacitors (SCs) have been widely considered as a partial combination of batteries and traditional capacitors due to the integration of their advantages. 12,13The capability of SCs to combine EDLC and pseudocapacitance (faradaic redox reactions) together to Shen Xu   Dr Shen Xu received his PhD in 2019 from Nanjing University of Posts & Telecommunications under the co-supervision of Prof. Wei Huang and Prof. Runfeng Chen.He currently works as a postdoctoral fellow in City University of Hong Kong supervised by Prof. Qichun Zhang.His research focuses on COFs and organic heteroatom-containing functional materials and their applications.
acquire balanced high energy density and power density makes them more promising for various applications. 14The physical adsorption mechanism of traditional EDLCs enables surfacecontrolled fast adsorption and desorption for high power density and short charging/discharging time. 15In contrast, the principle of pseudocapacitance (PC) usually involves surfacecontrolled faradaic redox reactions at the interface of the electrolyte and the electrode (sometimes mixed with diffusioncontrolled faradaic reactions within the bulk electrode). 16The difference in the faradaic reaction mechanism endows PCs with much higher power density than batteries.8][19] However, the increasingly complicated application scenarios have raised the widespread demand for high performance electrode materials, which are the key element for high performance SCs.
As one class of star materials, covalent organic frameworks (COFs) have attracted many scientists' attention.COFs are one type of crystalline porous polymeric material. 20,214][25][26][27] The ordered crystalline structure (especially for twodimensional COFs) and large SSA are favorable for efficient EDLC, while the capability of introducing redox active sites on the COF skeleton is benecial to PC. 28 Therefore, COFs can be employed as a promising platform for the combination of EDLC and PC in a single system.Dichtel and colleagues for the rst time realized the great potential of COFs and employed DAAQ-TFP COF as the electrode material for SCs. 29Since then, COFbased electrode materials in SCs have attracted tremendous attention not only to dig the potential of COFs themselves, but also to combine them with other materials that complement them. 30Furthermore, the free-standing and exible electrodes realized by COF-based composites enable diverse devices including exible and transparent SCs. 31,32ifferent from battery applications, the contributions of COF-based electrodes for SCs have rarely been summarized and discussed.4][35][36][37][38] Considering the increasing concerns and rapid development of COF-based SCs, a review with updated progress in materials design and device application is highly desirable.In this contribution, the design strategies from the molecular scale to morphology control level will be discussed rstly.Then the device performance of COF-based electrodes will be summarized.The achievements and challenges in this eld will be presented at last.The representative works that can provide a valuable design concept of COFs and COF-based composites, as well as the most recent progress on both materials and devices will be mainly focused on.Hopefully, this review will provide some guidelines in the design of novel COFbased SCs.

Electrochemical parameters
In this part, the mostly used electrochemical indicators and parameters will be introduced.The relationship between these indicators and design strategies will be discussed in detail in Section 3.
2.1.1Specic capacitance.Specic capacitance (C sp ) describes the capability of charge storage of SCs.According to the different quantitative measurement methods of electrode materials, the C sp s can be divided into gravimetric capacitance, areal capacitance, and volumetric capacitance with F g −1 , F cm −2 , and F cm −3 as the units, respectively.Gravimetric capacitance is widely used in half-cells to estimate the charge storage capability of electrode materials, while areal capacitance and volumetric capacitance are commonly used in fullcells for the overall assessment of the devices.Benetting from the combination of PC and EDLC and their integrated advantages, COF-based SCs generally exhibit better capacitive performance.For COF-based electrodes, the total capacitance can be affected by the number of redox sites, specic surface area, and pore size.For SC devices, the electrolyte system and solid-electrolyte interface (SEI) also play important roles in C sp .
2.1.2Rate capability.Rate capability is usually expressed as the specic capacitance retention percentage at high scan rate/ current density compared to that at low scan rate/current density.Apart from the above inuence factors, C sp is also dependent on the test conditions.Generally, charge storage processes can be fully nished at a low scan rate/current density, which results in a high C sp .For the EDLC, the capacitance only decreases a little bit owing to the ultrahigh rate of ion insertion and extraction processes, representing good rate capability.For the PC, the non-faradaic redox reactions also have high reaction rate, which is comparable to EDLC.However, the bulk electrode material could hinder the access of ions to the redox sites at high scan rate/current density.Besides, the unavoidable faradaic-type redox reaction with relatively low rate in some COF-based electrodes and poor conductivity can also lead to poor rate capability.
2.1.3Cycling stability.As another important indicator of SCs to evaluate the available working lifespan, cycling stability is generally indicated as the specic capacitance retention aer a certain number of charging/discharging cycles.On the electrode level, the physical and chemical stability of electrode materials, conductivity, resistive losses from sluggish electron and ion transport, and compatibility of the electrode with electrolyte play crucial roles.
2.1.4Energy and power density.Energy density is dened as the stored energy per unit (mass, area, or volume), while power density represents the output power per unit.Higher energy density indicates more energy can be stored in SCs of the same size, while high power density demonstrates a high charging/discharging rate.Similar to the specic capacitance, the unit of energy/power density can also be divided into W h kg −1 /W kg −1 , W h cm −2 /W cm −2 , and W h m −3 /W m −3 , respectively.It is well known that batteries possess ultrahigh energy density but low power density.In contrast, SCs, especially EDLCs, have high power density and relatively low energy density.The difference between them is mainly due to the different charge storage kinetics.The diffusion-controlled faradaic redox reaction of batteries can acquire high capacity, but the low reaction rate leads to unsatisfactory rate capability and low power density.Conversely, as illustrated above, the ultrahigh rate of ion insertion and extraction processes of traditional EDLCs leads to ultrahigh power density, but the limited specic capacitance results in low energy density.With the combination of EDLCs and PCs, COF-based SCs have great potential to obtain high energy density, while maintaining the high power density of EDLCs.Notably, the electrolyte system also impacts on the energy/power density which will be discussed later.
while the porous structure with high SSA enables the realization of EDLC.As shown in Scheme 1, the mechanism of PC is similar to that of batteries.It is worth noting that, although the ideal mechanism of PC is based on the non-faradaic reaction, the mechanism of most reported COF-based SCs involves both the faradaic and non-faradaic redox reactions.Therefore, the rate capability and power density of these devices are not as good as for EDLCs, which is one of the main obstacles to be solved.Apart from the redox mechanisms for PC, the EDLC mechanisms of COF-based electrodes are seldom discussed.The limited cases will be introduced in the Strategy section.

Design strategies of COF-based electrode materials
Given the advantages of low density, abundant functionalizing sites, large specic surface area, porous structure, and outstanding stability, COFs (especially 2D COFs) are considered as a series of excellent candidates of electrode materials for SCs.Since the rst attempt at utilizing COFs as the electrodes of SCs ten years ago, many efforts have been made seeking the improvement of the capacitance, stability, and energy density of SCs.The main obstacles that hinder the efficiency improvement of COF-based SCs are the intrinsic poor conductivity of most COFs and the unsatisfactory accessibility to the redox sites.Based on these considerations, most works focus on introducing different redox sites, manipulating pore size, managing morphology on the molecular level, or forming composites with polymers and conductive carbons.Sometimes, several methods were integrated to realize the synergistic enhancement.In this section, design strategies of COF-based electrode materials for SCs that can realize the improvement of specic capacity, energy density, stability, or other performance parameters will be discussed (Fig. 1).We aim to provide some guidelines on the materials design, and the detailed device performance will be discussed in the next section.

General design principles
Different design strategies lead to diverse performance of SCs (Scheme 2).The original concept of COF-based materials for supercapacitor applications is to utilize both the PC and EDLC.Therefore, the introduction of redox groups can effectively increase the pseudocapacitance, thus increasing the total specic capacitance (C sp ).On the basis of xed voltage, the energy density of the SC can also be improved.Similarly, employing redox active electrolyte is favorable for the increase of C sp and energy density.
To acquire high crystallinity, traditional COFs are usually synthesized through reversible condensation reactions.Therefore, the linkage of COFs cannot resist harsh conditions such as strong acidic and basic electrolyte for SCs.Thanks to the growth of reticular chemistry and materials science, many new kinds of COFs with robust linkages have been developed.The improved chemical and thermal stability of the electrodes based on robust COFs are benecial to rate performance and long-term cycling stability at high current density.Pyrolysis of COFs can also provide improved stability.The high temperature treatment of COFs generates heteroatom-doped carbon materials with a mixture of conjugated and nonconjugated backbone.
The rst COF-based SC reveals the great potential of COFs in enhancing capacitance and energy density on the one hand, but on the other hand, it exposes some obstacles of bulk COFs including low accessibility of redox sites and low intrinsic conductivity.To solve these problems, some strategies were proposed.For the neat COFs, introducing heteroatoms such as sulfur and metal atoms or hydrogen bonds can effectively increase the conductivity, thus realizing high charge transfer and mass transport for improved redox site accessibility.Besides, controlling the orientation of COF lm can achieve an improved charge transport channel for better accessibility.
COFs are also able to form composites with conductive materials to improve the conductivity.For instance, a huge improvement in conductivity can be achieved when growing COFs on graphene or carbon nanotubes (CNTs).Moreover, the thickness of the COF lm can be well controlled under optimal conditions for high accessibility of redox sites.Incorporating conductive polymers in the pore of COFs is able to realize similar effects.Besides, the morphology of neat COFs or COF composites can be tuned to acquire an extra enhancement in accessing redox sites and conductivity.The special COF morphologies such as vertically oriented nanosheets or insideout Ostwald ripening-driven hollow structure provide higher SSA and redox site accessibility.The hierarchical morphologies of composites ensure unimpeded charge and mass transport in the electrode.Reasonably, the simultaneous utilization of several strategies can realize a synergistic enhancement of total supercapacitive performance.Detailed strategies will be discussed in the following parts.

Introducing redox-active groups
Introducing redox sites onto the COF skeleton is the most effective way to increase the pseudocapacitance.Similar to organic electrode materials for batteries, heteroatomcontaining groups including carbonyl, pyridine, triazine, and pyrrole can be introduced for the faradaic reactions.However, the different energy storage mechanisms for batteries and pseudocapacitors result in the different effectiveness of redox groups in performance improvement.
3.2.1 Carbonyl groups.Carbonyl groups have been widely used in constructing redox-active molecules for organic electrodes. 39,40Therefore, it is reasonable to introduce carbonylcontaining moieties in COFs to increase the capacitance.In 2013, the Dichtel group for the rst time developed bketoenamine-linked 2D COFs as an electrode material for SCs (Fig. 2a). 29Meanwhile, the anthraquinone unit was introduced as the active site to increase the pseudocapacitive contribution (DAAQ-TFP COF).Compared with the counterpart without the anthraquinone unit (DAB-TFP COF), DAAQ-TFP COF shows several-fold higher C sp .It is worth noting that the nearly triangular galvanostatic charge-discharge (GCD) curves of DAB-TFP COF demonstrate the lower redox activity of b-ketoenamine than anthraquinone (Fig. 2b and c).
To maximize the redox contribution to total capacitance, Li and colleagues introduced an orthoquinone group into the COF skeleton (Fig. 2d). 41Including the reference compounds, four COFs (BD-Tp COF, 1KT-Tp COF, 2KT-Tp COF, and 4KT-Tp COF) exhibit apparently increased C sp from 20 to 61, 256, and 583 F g −1 at 0.2 A g −1 , with an increasing number of ketones (from 0 to 1, 2, and 4) within the skeleton, respectively.Reasonably, the pseudocapacitive contribution for 2KT-Tp COF and 4KT-Tp COF reach as high as 63% and 82%.Apart from the increased redox sites, the extended conjugation upon reduction, Scheme 2 Relationship between strategies and device performance.simultaneous participation of the adjacent carbonyl groups, and enhanced charge transfer should play more important roles in the capacitance improvement.
3.2.2Nitrogen-containing groups.Nitrogen-containing groups including pyridine, phenazine, and triazine are also known as effective redox-active sites.In 2016, Khattak et al. prepared a b-ketoenamine-linked COF via the condensation reactions between diaminopyridine (DAP) and triformylphloroglucinol (TFP) (Fig. 3a). 42The obtained TaPa-Py COF exhibits a combination of PC and EDLC according to cyclic voltammetry (CV) curves, while the reference COF, constructed with diaminobenzene (DAB) and TFP, only shows EDLC (Fig. 3b).Besides, the Brunauer-Emmett-Teller (BET) SSA of TaPa-Py COF (687 m 2 g −1 ) is much larger than that of DAB-TFP COF (385 m 2 g −1 ).As a result, the electrode based on TaPa-Py COF shows a more than doubled C sp of 180.5 F g −1 at 20 mV s −1 in a three-electrode system calculated by CV.Moreover, TaPa-Py COF manifests 4 times higher C sp than DAB-TFP COF at the higher scan rate, illustrating the better rate capability of TaPa-Py COF.The GCD result and two-electrode system show similar results (Fig. 3c-e).
Bhanja and co-workers rst employed a triazine-based COF as an electrode material under acidic conditions. 43Both the triazine and keto units from 2,6-diformyl-4-methylphenol (DFP) can act as the redox sites for the PC.Combined with a high BET SSA of 651 m 2 g −1 and coexistence of micro-and mesopores, high specic capacities of 354 and 418 F g −1 at 2 mV s −1 and 0.5 A g −1 were obtained from CV and GCD tests in a three-electrode system, respectively, which are comparable to those of carbon-based electrode materials.However, a sharp decrease is observed when increasing the scan rate or current density, illustrating the poor rate capability mainly due to the low intrinsic conductivity.
Installing azo groups into the COF skeleton is also favorable for improving the PC.Moreover, the hydrophilic properties of the azo group could effectively optimize the wettability of the azo-COF-based electrode in aqueous electrolyte.By solvothermal condensation reactions between the Azo-NHBoc monomer and phenyl amine compounds, two azo-containing imine-COFs (NKCOF-2 and NKCOF-8) were synthesized by Yang et al. (Fig. 3f). 44With the assistance of CNT to upgrade the conductivity, up to 440 F g −1 at 0.5 A g −1 can be achieved with rate retention of 49% (216 F g −1 ) at 20 A g −1 and cyclic retention of 91% aer 10 000 cycles at 10 A g −1 .
Porphyrin is well known as a nitrogen-rich semiconducting molecule.Thus, Patra and Bhattacharya constructed an iminelinked PT-COF through the condensation reaction of TAPP (5,10,15,20-tetrakis(para-amino phenyl)-porphyrin) with TFBE (1,1,2,2-tetrakis(4-formyl-(1,1 ′ -biphenyl))-ethane) (Fig. 3g). 45The as-prepared COF possesses excellent crystallinity, large BET SSA of 1998 m 2 g −1 , and moderate pore size of 1.45 nm, which favor the application in SCs.Excitingly, according to the CV test in Fig. 3h and i, the electrode using bulk COF without conductive carbon shows very high C sp of 1875 F g −1 at a scan rate of 2 mV s −1 , which is among the best results for COF-based electrodes.Capacitance of more than 1200 and 550 F g −1 can be retained at higher scan rates of 20 and 100 mV s −1 .As shown in Fig. 3j and  k, the GCD test also delivers high C sp of 1443 F g −1 at a current

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density of 1 A g −1 .However, the loaded mass of the COF is as low as 20 mg.Integrating with the moderate rate performance, the practical utilization of this COF is limited.This should be attributed to the relatively low conductivity of the bulk COF of 7.06 × 10 −8 S cm −1 .

Radical groups.
The rst radical COF was synthesized by Xu et al. in 2015 (Fig. 4a). 46The classic radical moiety TEMPO (2,2,6,6-tetramethylpiperidine-1-oxyl) was graed onto the Niporphyrin-based imine COF by click reaction.The reversible switch between the oxoammonium cation and the neutral radical of TEMPO makes it redox active (Fig. 4b).Although the BET SSA decreases signicantly aer graing the TEMPO units (264 and 5.2 m 2 g −1 for [TEMPO]50%-NiP-COF and [TEMPO] 100%-NiP-COF, respectively), specic capacitances of 167 and 124 F g −1 at 0.1 A g −1 were obtained in a three-electrode system using neutral electrolyte, illustrating the feasibility of employing radical COFs as the electrode materials for SCs (Fig. 4c).

Forming composites
The intrinsic low conductivity of most COFs is the main hindrance that restricts the performance of COF-based SCs.To solve this problem, COFs could be composited with other conductive materials including conductive polymers, carbon materials, and MOFs. 47.3.1 Compositing with carbon materials.Carbon materials are well established as conducting materials and widely applied in SCs.Combining COFs with carbon materials through either simple mixing or in situ condensation can acquire the integration of both advantages.
Martín Illán et al. simply mixed two imine-COF aerogels with 30% Super P and then pressed them under 120 MPa to get freestanding electrodes (Fig. 5a). 48Nevertheless, moderate crystallinity and BET SSA of 470 and 565 m 2 g −1 for TAPB-BTCA-ECOF and TZ-BTCA-ECOF can be retained under this ultrahigh pressure, while the conductivity increased by seven orders of magnitude compared with the corresponding COF-aerogels.As shown in Fig. 5b, the two electrodes display typical rectanglelike CV patterns in acidic and basic aqueous electrolytes and organic electrolyte, except for TZ-BTCA-ECOF, which shows nearly negligible pseudocapacitive contribution in organic media.At a scan rate of 100 mV s −1 , areal specic capacitances of 11.2 and 8.95 mF cm −2 are achieved for TAPB-BTCA-ECOF and TZ-BTCA-ECOF.Notably, C sp of 8.95 mF cm −2 can still be reached by TAPB-BTCA-ECOF at 1000 mV s −1 , demonstrating outstanding EDLC rate capability of the ECOF.
In 2015, Wang and co-workers constructed a COF/rGO (reduced graphene oxide) composite via in situ polymerization of imine COF on NH 2 modied rGO. 49The PXRD pattern of COF/NH 2 -rGO reveals the mixed signals of precursors.When employing this composite as the active electrode material in neutral electrolyte, the CV test illustrates the co-existence of EDLC and PC.Meanwhile, a high specic capacity of 533 F g −1 at a current density of 0.2 A g −1 is obtained in the GCD test, which is even higher than the sum of the values for bulk COF and NH 2 -rGO.Excitingly, 90% of the initial capacitance can be retained at a current density of 2 A g −1 , indicating much improved rate capability.
Carbon nanotubes have been demonstrated to be one of the promising conductive carbon additives for energy storage devices.In 2017, COF TTA-DHTA was in situ synthesized on the amino-functionalized carbon nanotubes (NH 2 -f-MWCNTs) by Sun et al. (Fig. 5d). 50The low thickness (∼20 nm) and perpendicular orientation of the COF shell enable the easy penetration of electrolyte (Fig. 5e-h).C sp of 127.5 F g −1 at 0.4 A g −1 and good cycling stability can be achieved.Similarly, Han and co-workers combined TpPa-COF with single-walled carbon nanotubes (SWCNT). 51C sp of 153 F g −1 at the current density of 0.5 A g −1 was realized in acidic electrolyte.The equivalent series resistance (R s ) is 4.9 U, indicating good conductivity of the composite.However, the rate capability is poor as only ∼35 F g −1 of the C sp can be retained at the current density of 2 A g −1 .
As a kind of transition metal carbide material, MXene has also been employed as the substrate to form composites with COFs.Recently, An et al. utilized DAAQ-COF and few-layered MXene to construct a CMF composite via a cation-driven selfassembly process. 52The electrostatic attraction between protonated COF and MXene with negative charge induces the rapid wrapping and embedment of the ower-like COF cluster into the twisted MXene sheet to form a 3D conductive network without over-stacking of MXene (Fig. 5c).Using the optimal mass ratio of 3 : 1 for DAAQ-COFs and Ti 3 C 2 Tx MXene, a highest C sp of 361 F g −1 at 1 A g −1 can be obtained in a three-electrode system in acidic electrolyte, which is 15-and 1.5-fold the capacitance of DAAQ-COF and MXene, respectively.Furthermore, 81.5% of the capacitance can be retained at 10 A g −1 , representing excellent rate capability.
Because most COFs can be deposited on the surface of carbon materials, the morphology of the composite is mainly determined by the carbon materials, which is of importance to the nal capacitive performance.Recently, Dong and coworkers employed a melamine foam/GO carbonized 3D framework (GCF) as the platform to grow 2D DAB-COF (Fig. 5i). 53ccording to the SEM images, the COF forms hollow spheres owing to the inside-out Ostwald ripening and attaches on the 3D GCF uniformly (Fig. 5j-o).The as-prepared composite shows good exibility and mechanical robustness.Meanwhile, the initial conductivity of 1.25 mS cm −1 for DAB/GCF increases to 4.17 mS cm −1 aer applying strain of 70%, which ensures its application as an electrode in exible SCs.C sp of 129.2 F g −1 at 0.5 A g −1 is obtained, while 68.2% of this value can be retained at 10 A g −1 .
3.3.2In situ polymerizing conductive polymers in COFs.Generally, the combination of carbon materials and COFs can only form two separated phases.The conductivity of the composites is still restricted by the thickness of the COF phase.In contrast, the in situ polymerization of conductive polymers can at least partially solve this problem owing to the penetrated polymer chains in the COF pores.In 2016, Mulzer et al. electropolymerized EDOT (3,4-ethylenedioxythiophene) within the pores of DAAQ-TFP COF (Fig. 6a). 54The electrical conductivity is greatly enhanced, which could be evidenced by the sharply reduced solution resistance from 430 U to 20 U.Moreover, the accessible charge increases from ∼3% for the unmodied DAAQ-TFP lm to nearly 100% for its modied counterpart, while the volumetric C sp increases more than 17-fold (20 to 350 F cm −3 ).Similarly, Wu et al. employed the same strategy but using in situ solid-state polymerization (SSP) with DBrEDOT (2,5-dibromo-3,4-ethylenedioxythiophene) as the precursor (Fig. 6b). 55The conductivity of PEDOT@AQ-COF is determined to be 1.1 and 1.0 S cm −1 , according to two-and four-probe methods, respectively.As a result, the peak current density of PEDOT@AQ-COF in the CV test was 15 times that of mechanically mixed AQ-COF/PEDOT, illustrating outstanding electron and mass transfer capability (Fig. 6c).As demonstrated in Fig. 6d, the GCD analysis in a three-electrode system manifests ultrahigh C sp of 1663 F g −1 at the current density of 1 A g −1 .Impressively, 60% of this capacitance can be retained at an ultrahigh current density of 500 A g −1 , while a slight increase of the capacitance is observed aer 10 000 cycles at 50 A g −1 .Such extraordinary rate capability and stability are quite attractive for practical use.
Polyaniline (PANI) is also known as a kind of conductive polymer. 56In 2019, Liu et al. rst synthesized TpPa-COF in the presence of PANI to construct a composite. 57Although the

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cycling stability is good such that 83% of the initial capacitance could be retained aer 30 000 cycles, the highest C sp is only 95 F g −1 obtained at a current density of 0.2 A g −1 .The accumulation of COF on the network structure could be a possible reason for the low capacitance, which restricts the effect of PANI.Therefore, Peng et al. introduced the 3D kenaf stem-derived carbon (3D-KSC) as the template to synthesize COF, and then grew PANI on the surface of the composite via chemical oxidation polymerization (Fig. 6e). 58The obtained composite (3D-KSC/ COF-LZU1/PANI) shows a much higher areal C sp of 583.0 mF cm −2 at 0.1 mA cm −2 , compared with 3D-KSC/COF-LZU1 (115.7 mF cm −2 ) and 3D-KSC/PANI (107.5 mF cm −2 ).This huge improvement reveals the synergistic effect of these three components (Fig. 6f-k).Furthermore, the EIS test demonstrates that the R s of this electrode is negligible while the charge transfer resistance (R ct ) is only several ohms, illustrating excellent conductivity.In contrast, Patra and Dutta directly introduced PANI into the COF pores via in situ chemical oxidation polymerization of aniline. 59The composites show signicantly improved conductivities of 1.4 × 10 −2 and 1.9 × 10 −2 S cm −1 for PANI@TCOF-1 and PANI@TCOF-2, while the conductivities of TCOF-1 and TCOF-2 are too low to be detected.Therefore, the highest specic capacitances of PANI@TCOF-1 and PANI@TCOF-2 are 154 and 275 F g −1 at 0.5 A g −1 , much higher than the 10-20 F g −1 for TCOF-1 and TCOF-2 (Fig. 6l and m).
In 2022, Haldar et al. combined polypyrrole (Ppy) with polyimide (PI) COF (Fig. 6n). 60Apart from conductivity improvement, Ppy can also provide redox sites for the PC.Besides, the iodine catalyst for the in situ polymerization is able to generate triiodide ions for the redox reaction in the acidic electrolyte.Aer forming the composite, the overall energy gap obviously reduces from 2.25 eV to 1.58 eV, which is benecial to enhancing the conductivity to the order of 10 −3 S cm −1 .Benetting from the good conductivity and abundant redox sites of imide, pyridine, pyrrole, and triiodide, the solid-state SC delivers high areal C sp of 358 mF cm −2 at 1 mA cm −2 , with excellent cyclic retention of 82% aer 6000 cycles.
3.3.3MOFs@COFs.MOFs@COFs are an emerging type of multifunctional porous material. 61By introducing MOFs into the synthetic procedure of COFs, the composite can combine the advantages of each part thus realizing better performances in various application elds than its individual components.
In 2020, Peng and colleagues introduced UiO-66-NH 2 into the synthesis of COF-LZU1 as a template (Fig. 7a). 62They further underwent an aza-Diels-Alder reaction between phenyl imine and phenylacetylene to form a fused six-membered ring.According to the TEM measurement, the average size of the modied composite (aza-MOF@COF) is ∼230 nm, and the thickness of the COF layer is 30 nm, which favor access to the inner COF layer.The symmetric solid-state SC based on aza-MOF@COF manifests a more than doubled areal specic capacitance compared to the original COF and unmodied MOF@COF (Fig. 7b).Besides, the rate capability, cycling stability, and conductivity of aza-MOF@COF are all superior to them (Fig. 7c and d).Consequently, this post-modication can not only strengthen the backbone for the enhanced stability, but also improve the overall capacitive performance.Soon aer, they used another COF (COF-TpPa) as the shell for the MOF@COF composite, and then introduced TCNQ (7,7,8,8tetracyanoquinodimethane) molecules into the pores of the composite via a liquid-phase inltration method (Fig. 7e). 63The incorporated TCNQ mainly serves as the redox-active component and electron transfer promotor.Based on the combination of experimental and theoretical results, the authors claimed that the formation of the composite signicantly reduced the R s , indicating improved electron transfer.Besides, although the MOF@COF composite delivers a reduced quantum areal capacitance compared with the MOF or COF, the introduction of TCNQ can sharply increase this capacitance to ∼3-fold the original value, illustrating the effectiveness of the design concept (Fig. 7f-h).

Structure and morphology control
Apart from the inherent properties of COF-based electrode materials, their structure and morphology are also of great signicance for the improvement of SC performance.3.4.1 Linkage selection.As one type of crystalline material, COFs with high crystallinity are achieved by the "error-correction" process during the polycondensation reactions. 64owever, the reversible condensation reactions also result in the unsatisfactory stability of COFs in the early stage, especially for the borate ester COFs.Although most Schiff-base COFs show good stability under ambient conditions, their structure will collapse under strong acidic or basic conditions, such as aqueous electrolytes for supercapacitors. 65Therefore, the stability of the COF should be the rst consideration when employed as the electrode material for SCs (Scheme 3).
The b-ketoenamine linkage was the rst-employed COF structure for SCs. 29The irreversible tautomerism aer Schiff base reaction further strengthens the skeleton and improves the tolerance under harsh conditions. 66Soon aer, Zhuang et al. employed an sp 2 -COF constructed through Knoevenagel reaction as the electrode material of SCs. 67The fully conjugated carbon backbone manifests excellent thermal and chemical stability even in very strong acid and base.Xu et al. synthesized another olen-linked COF via the different Knoevenagel reactions between TFPT (1,3,5-tris-(4-formylphenyl)triazine) and DCTMP (3,5-dicyano-2,4,6-trimethylpyridine). 68Besides the high BET SSA of 1003 m 2 g −1 , the as-prepared COF manifested outstanding stability, keeping stable in 12 M HCl and NaOH solutions with T d90 higher than 500 °C.Aer being mixed with a small portion of SWCNT, the free-standing COF lm can be obtained, which was used as an electrode for a micro-SC.
An oxazole-linked COF was rstly synthesized by Pyles et al. with moderate crystallinity. 69Later in 2018, Waller and colleagues synthesized oxazole-and thiazole-linked COFs via a linkage exchange method with excellent crystallinity. 70urthermore, outstanding thermal and chemical stabilities were proven by the thermogravimetry analysis (TGA) and several soaking treatments under harsh conditions.Therefore, oxazoleand thiazole-linked COFs should be promising candidates for SCs.In 2019, Li and co-workers synthesized two thiazole-linked COFs by a one-step method for SCs. 71The introduction of hydrogen bonding can further strengthen the skeleton according to the increased decomposition temperature.Besides the stability, the existence of benzobisthiazole can also improve the conductivity of the COF, thus realizing R ct lower than 1 U. Also this year, El Mahdy et al. employed an oxazole-linked COF as the electrode material for SCs. 72Combined with a triazine unit, this COF shows integration of PC and EDLC.Only 1.2% capacitive loss is observed aer 1850 cycles, illustrating the excellent stability of TPT-DAHQ COF.
][75] Similarly, PI-COFs are also a class of promising candidates for SCs.For example, Haldar et al. incorporated polypyrrole into the pores of an imide-linked COF, IISERP-COF30. 60The COF skeleton remains stable until the temperature reaches 400 °C in a TGA experiment.The several couples of peaks in the CV curve demonstrate the abundant redox sites for PC.
Polyarylether possesses high mechanical robustness and excellent chemical stability.Thus, it is reasonable that dioxinlinked COFs, separately developed by Fang 76 and Yaghi, 77 also exhibit excellent stability enabling their utilization in SCs.In 2021, Yang and co-workers integrated dioxin linkage with metallophthalocyanine to construct conductive COFs. 78The dioxin linkage can provide a robust skeleton and packing, while metallophthalocyanine can offer the charge transporting channel.The carrier mobilities of COF lms are ∼19.4,3.2, and 0.3 cm 2 V −1 s −1 for PAE-PcCo, PAE-PcNi and PAE-PcCu, respectively, determined by the Hall effect measurements.As a result, the quasi-solid-state symmetric SC based on PAE-PcCo achieves areal C sp of 19 mF cm −2 .
0][81] These COFs were rst applied in SCs by Kandambeth and colleagues. 82hey synthesized three Hex-Aza-COFs as the negative electrode for asymmetric devices.Among them, Hex-Aza-COF-1 and Hex-Aza-COF-3 deliver excellent thermal stability until 400 °C, while Hex-Aza-COF-2 starts decomposing aer 250 °C mainly due to the existence of benzoquinone.Despite their poor crystallinity and low SSA, high specic capacitances of 585 and 663 F g −1 at 1 A g −1 are acquired by Hex-Aza-COF-2 and Hex-Aza-COF-3, respectively.However, the rate performances of these electrodes are not satisfactory.Recently, Iqbal and co-workers employed a pyrazine-linked HADQ COF as the electrode material for SCs. 83The pristine COF was further treated at high temperature for a second polymerization to improve the crystallinity and SSA.The obtained 200-HADQ COF and 250-HADQ COF (respectively treated at 200 and 250 °C) as well as the pristine HADQ COF deliver very high decomposition temperatures all above 600 °C within 2% weight loss.The BET SSA dramatically increases from 411 m 2 g −1 for HADQ COF to 2443 m 2 g −1 for 250-HADQ COF, while the FWHM (full width at half maximum) of the PXRD (powder X-ray diffraction) peak obviously decreases.In a two-electrode coin-cell system using ionic liquid electrolyte, the 250-HADQ COF electrode manifests the highest C sp among the three electrodes of 516 F g −1 at 0.5 A g −1 .More excitingly, 67% of this capacitance can be retained at a very high current density of 100 A g −1 , illustrating the promise of pyrazine-COF for SCs.
3.4.2Hydrogen bonding.Hydrogen bonds (H-bonds) are a kind of strong non-bonding interaction that plays an unsubstitutable role in life science and also materials science. 84In COF structures, hydrogen bonds are also proven to effectively strengthen the skeleton and even inuence the redox reactions.
In 2017, Chandra et al. prepared several b-ketoenaminelinked COFs using phenylenediamine and benzidine with or without ortho-hydroxyl substituents (Fig. 8a). 85Owing to the redox interconversion mechanism of hydroquinone (H 2 Q)/ benzoquinone (Q) in a buffer solution, a rapid drop of capacitance within a few cycles is expected, caused by the decomposition of benzoquinone.However, the existence of H-bonds between hydroxyl and amine enables the highest specic capacity of 416 F g −1 at 0.5 A g −1 and long-term cycling stability with up to 88% capacity retention aer 10 000 cycles (Fig. 8b).
The tautomerism of b-ketoenamine-linked COFs endows them with excellent stability, but partially sacrices the crystallinity and conjugation in exchange.Imine-COFs possess excellent crystallinity and conjugation because of the reversibility of Schiff base reaction. 86By introducing interlayer Hbonds, their stability can also be signicantly enhanced. 87,88ollowing this concept, Halder et al. synthesized TpOMe-DAQ through the condensation reaction between DAQ (2,6-diaminoanthraquinone) and TpOMe (2,4,6-trimethoxy-1,3,5benzenetricarbaldehyde) (Fig. 8c). 89The introduction of methoxyl groups can form the interlayer hydrogen bonding with imine groups, thus improving the crystallinity and stability (Fig. 8d).Besides, the free-standing thin sheet of TpOMe-DAQ (200-220 mm) is able to be constructed by a mechanochemical grinding approach, and could be directly utilized as electrodes for SCs.Large areal and gravimetric C sp of 1600 mF cm −2 and 169 F g −1 were achieved from a GCD test in a three-electrode system, respectively.Furthermore, no capacitance loss was investigated even aer 100 000 charge/discharge cycles, demonstrating outstanding stability (Fig. 8e).The symmetric solid-state SC could achieve areal C sp of 84 mF cm −2 , accompanied with an energy density of 2.9 mW h cm −2 at a power density of 61.8 mW cm −2 .Haldar et al. prepared a family of imine-based COFs using tripyridine-triazine-triamine and trialdehydes with different numbers of hydroxyl substitutes. 90long with the increasing number of hydroxyl groups, the ratio of keto-form tautomerism increases.Meanwhile the PC ratio increases with the hydroxyl number due to the higher affinity of carbonyl groups toward protic electrolyte over the enolic form, as well as more redox sites.Interestingly, the further incorporation of -OH groups also affects the stacking mode of the COF backbone, as IISERP-COF10 (one hydroxyl group) shows AA eclipsed stacking while IISERP-COF11 and IISERP-COF12 (two and three hydroxyl groups) exhibit staggered stacking.
In 2019, Li et al. synthesized two thiazole-linked COFs, in which one of them incorporated hydroxyl groups to form Hbonds (Fig. 8f). 71Thiazole is well known as an electron transfer unit and widely used in building optoelectronic materials. 91,92Introducing benzothiazole in COF can not only enhance the structural stability but also improve the conductivity (Fig. 8g).For instance, the PG-BBT with hydroxyl groups has much higher decomposition temperature than BZ-BBT, although they both exhibit excellent stability under harsh chemical conditions.Interestingly, the hydrogen bonding between the hydroxyl groups and nitrogen atoms of benzothiazole units induces intramolecular proton transfer, thus enabling the extra redox reaction.The EIS test demonstrates very low R ct of 1.1 U, corresponding to the synergistic effect of Hbond-induced proton-coupled electron transfer and benzothiazole.This resistance goes even lower to 0.6 U owing to the improved wettability and activation of the electrode.A highest C sp of 724 F g −1 is realized in the PG-BBT-based electrode, which can retain 96% of this capacitance aer 10 000 cycles.
Yang and colleagues prepared two arylamine-linked COFs through the condensation reaction between arylamines and DMSS (dimethyl succinyl succinate) (Fig. 8h). 93Compared with the imine analogues, these two COFs deliver better stability and electrical activity.The dominating origin of this enhancement is the hydrogen bonding between the carbonyl group of the succinate and amine linkage (Fig. 8i).The abundant H-bonds distributed thoroughly on the skeleton can strengthen the structure for excellent stability as well as promoted electron transfer.Eventually, specic capacitive retentions of 74% and 91% are obtained for rate capability at current densities from 1 A g −1 to 10 A g −1 and cycling stability for 10 000 cycles at 5 A g −1 , respectively.
The NKCOFs reported by Yang et al. also involve the H-bonds within the skeleton. 44During the discharging process, the protons in the acidic electrolyte convert azo bonds into single bonds thus enabling the proton-coupled electron transfer (PCET) along with the 1D channel within the COF.The authors proved that this proton conducting progress belongs to the Grotthuss mechanism with proton hopping within the hydrogen-bonded network.
3.4.3Morphology control.Large surface area is one of the inherent advantages of COFs that enables the fast ion and mass transportation in the electrode. 35However, direct utilization of bulk COFs with random orientation may obstruct the 1D channel originating from the stacked pores.Therefore, morphology control is of great importance for the improvement of overall device performance.For instance, El Mahdy et al. synthesized an oxazole-linked COF in 2019 (Fig. 9a). 72According to the SEM and TEM tests in Fig. 9b, the COF can form ribbonlike morphology through self-assembly, and then undergo an Ostwald ripening process to form hollow microtubes.As a result, TPT-DAHQ COF achieves a very high BET SSA of 1855 m 2 g −1 .As the authors claim, the numerous pore sizes and large surface area provided by the tubular structure enable good electrode-electrolyte contact and fast ion diffusion.

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Soon aer, Liu et al. constructed an imine-linked 3D-COF (Fig. 9c). 94It is found that when extending the reaction time to over 72 h, the COF gradually forms a hollow spherical morphology controlled by the Ostwald ripening process (Fig. 9d).Meanwhile, the SSA of the COF remarkably increases along with the extension of the reaction time.This enhancement is apparently reected in the SC performance.Specic capacitances of 45, 64, 86, 100, 180, and 251 F g −1 at a current density of 0.5 A g −1 were achieved for 3D-Sp-COF@6 h, 3D-Sp-COF@12 h, 3D-Sp-COF@24 h, 3D-Sp-COF@48 h, 3D-Sp-COF@72 h, and 3D-Sp-COF@96 h, respectively, illustrating the signicant impact of morphology on the SC performance.Wang et al. also reported an Ostwald ripening driven assembly of a dioxin-linked COF to form a more complicated hollow ower morphology (Fig. 9e-h). 32The hollow structure can directly achieve a 19% increase of the capacitance compared with the bulk COF, illustrating the enhancement of the accessibility of the hollow structure.
The pore size also plays a key role in enhancing the capacitive performance.Zhang et al. prepared a family of CTFs with different pore sizes distributed from 1.2 to 5.0 nm (Fig. 10a). 95he BPY-CTF with pore size distribution of 1.5-3.0nm shows the highest C sp , while DCP-CTF with similar effective SSA but larger pore size distribution (1-4 nm) exhibits slightly lower C sp .However, the CTF-1 with micropores and DCE-CTF with much larger pores (mainly distributed at 4.9 nm) show much lower capacitance (Fig. 10b and c).As the pore size should match the size of electrolyte molecules, some other works claim that the micropore with a diameter of 1.0-2.0nm is more appropriate. 45,96part from morphology and pore size, the orientation of the COF structure also inuences the accessibility of redox sites and capacitor performance.The rst COF-based SC only achieved the C sp of 48 F g −1 due to the poor accessibility to the redox sites (3%).To optimize the orientation of COF lm, the COF lm was slowly grown on an Au substrate and realized about 20% access to the redox sites (Fig. 11a and b). 97Besides the orientation, the well-controlled thickness of the COF lm (∼180 nm) also contributes to the increase of the performance as a thick lm will hinder the penetration of the electrolyte.Several groups combined the COF with other carbon materials via in situ growth to improve the conductivity.Generally, the COFs grow on the graphene or carbon nanotubes in the face-to-face direction as the carbon materials also act as the template. 98But the too-thick COF layer also can lead to the difficulty in penetration of electrolyte similar to the DAAQ-TFP on an Au substrate.In contrast, Sun and colleagues grew the 2D COF on GO in the perpendicular direction. 99The DBA (benzene-1,4-diboronic acid) was rstly graed on the modied GO surface to x the perpendicular direction.Then the in situ polycondensation took place to grow the COF vertically (Fig. 11c).Considering the poor stability of the borate ester COF, they further pyrolyzed the COF to carbon nanosheets.The asprepared v-CNS-RGOs show a combination of PC and EDLC, and exhibit excellent rate capability and cycling stability when employed as the electrode of an SC.
Recently, He et al. grew DAAQ-Tp COF on carbon cloth (CC). 100The morphology of COF was controlled by a three-step procedure.The CC was rstly treated by strong acid and oxidant to form oxygen-rich functional groups (AC).Then, the DAAQ molecules were anchored on these sites via covalent bonds to control the growth position of COF.Finally, the Tp and TAAQ precursors could be added for the in situ condensation reaction (Fig. 11d).Interestingly, the COF eventually becomes vertical tentacle-like arrays on the surface of the carbon cloth ber, and further forms interlaced conductive networks (Fig. 11e-g).Even when the composite is applied in the symmetric exible solid-state SC, the areal C sp of 715 and 552 mF cm −2 can be obtained at current densities of 0.5 and 7 mA cm −2 , respectively.Such high capacitance and excellent rate capability demonstrate the outstanding charge migration and ion diffusion enabled by the well-controlled morphology.
Morphology control is also signicant for the substrate of COF-based composites.Li et al. developed a COF/rGO aerogel based on the in situ preparation of the well-known TpDq-COF in the presence of GO (Fig. 11h). 101The as-prepared composite exhibits a hierarchical porous 3D sponge-like structure with ultralight weight, good mechanical strength and high conductivity.Combined with the good adsorption performance of COF/ rGO aerogel, excellent accessibility of redox sites within the composite to the electrolyte is predictable.As expected, the direct use of this composite as the electrode achieves very low R s and R ct according to the EIS test.Meanwhile, C sp of 269 F g −1 at the current density of 0.5 A g −1 is realized, and 83% of C sp can be retained at a 20-fold current density of 10 A g −1 , illustrating outstanding rate performance among COF-based electrode materials.Soon aer, An et al. developed a similar COF/GO aerogel. 102Differently, they rstly synthesized the COF with a ower-like morphology and then combined it with GO to form COF/GO aerogel via an electrostatic self-assembly procedure (Fig. 11i).Due to the hierarchical structure of COF, the BET SSA of the composite is much higher than in the previous work (425.3 m 2 g −1 vs. 246 m 2 g −1 ).In the three-electrode system with acidic electrolyte, high C sp of 378 F g −1 is achieved at the current density of 1 A g −1 .Impressively, 81.5% of the initial capacitance can be retained at a high current density of 70 A g −1 , and a cyclic retention of 87.8% aer 20 000 cycles at a current density of 15 A g −1 is obtained.Even in an asymmetric supercapacitor (ASC) device, a highest C sp of 378 F g −1 at 1 A g −1 , 75% retention of rate capability at 10 A g −1 , and cyclic retention of 88.9% aer 20 000 cycles at 5 A g −1 can be realized, indicating the success of the proposed strategy.

Other strategies
In recent years, researchers have not been content with the former traditional methods for performance enhancement.Along with revealing the working mechanism in depth, some other strategies were proposed and some examples are introduced in this part.
3.5.1 Introducing heteroatoms.Sulfur-containing groups oen possess excellent electric activity which can be introduced to construct organic conductive materials, such as Cu-BHT MOF 103 and tetrathiafulvalene 104 (TTF).Thus, the improvement of the conductivity can be expected when incorporating sulfur-containing groups into COFs.In 2020, Li et al. constructed a donor-acceptor (D-A) type COF for SC application (Fig. 12a). 105Apart from improving the conductivity, the TTF unit can also act as a donor unit to form a D-A structure with an anthraquinone unit to promote the charge transfer (Fig. 12b).As a result, this TTF-COF1 shows high C sp of 758 and 752 F g −1 from a CV test at 10 mV s −1 and GCD test at 1 A g −1 , respectively (Fig. 12c).Notably, the R ct of TTF-COF1 is only several hundreds of mU according to the electrochemical impedance spectroscopy (EIS) test in Fig. 12d, indicating the success of the design concept.
Li et al. coupled thiophene with triazine via an amine linkage to increase the content of the heteroatoms (Fig. 12e). 106Due to the irreversibility of the Buchwald-Hartwig reaction between bromide and amine compounds, the obtained COF exhibits poor crystallinity and relatively low SSA.Nevertheless, the existence of p-p conjugation and intralayer C-H/N hydrogen bonding between the C-H of thiophene and N of triazine endow the COF with high conductivity of 2.94 × 10 −2 S cm −1 , as well as low R ct and R s , with the assistance of 15% acetylene black.Specic capacitances of 407 and 90 F g −1 are achieved at 1 A g −1 in a three-electrode system and asymmetric capacitor, respectively (Fig. 12f and g).
In 2022, Pakulski et al. decorated thiol groups on the COF backbone as the redox active groups (Fig. 12h). 107Compared with the counterparts without thiol groups (59 mF cm −2 for COF-1 and 31 mF cm −2 for COF-2 at 0.5 mA cm −2 ), the thiol decorated COFs deliver a more than doubled areal specic capacitance (118 mF cm −2 for SH-COF-1 and 74 mF cm −2 for SH-COF-2 at 0.5 mA cm −2 ).Besides the higher capacitance of SH-COF-1, it possesses larger SSA, an optimal pore size, and more thiol units per cavity, further illustrating the effectiveness of thiol groups for capacitive enhancement.
In 2021, Qiu et al. employed a phosphorus-containing iminelinked COF (Phos-COF-1) as the electrode material for an SC.Aer combining with conductive carbon, the electrode manifests low R s and R ct of 1.15 and 3.76 U, respectively.A highest C sp of 100 F g −1 is achieved but with poor rate capability.The diffusion controlled redox reactions conrm the contribution of triphenylphosphine.
3.5.2Introducing metal atoms.MOFs have been applied earlier in supercapacitors. 12,109Owing to the metal coordination, some MOFs deliver outstanding crystallinity and conductivity.Based on this consideration, metal atoms could also be inserted into COFs to enhance the conductivity and crystallinity.
In 2019, Li et al. prepared a salphen-containing COF and linked it with nickel ions simultaneously (Fig. 13a). 110omparing with the counterpart without nickel ions (Ni 0 -COF), Ni-COF exhibits extremely enhanced conductivity of 1.3 × 10 −2 S cm −1 in powder form (8.4 × 10 −6 S cm −1 for Ni 0 -COF).When coated on a quartz substrate to form a lm, even higher conductivity of 1.2 S cm −1 can be realized.Furthermore, the R ct of Ni-COF is much lower than that of Ni 0 -COF according to the EIS analysis.As a result, the Ni-COF based electrode manifest outstanding C sp of 1478 F g −1 at the current density of 0.5 A g −1 .
In contrast, Ni 0 -COF only shows C sp of 204 F g −1 at the same current density (Fig. 13b-d).Considering the negligible capacitive contribution of nickel foam, the authors concluded that the Ni(II) has an integrated effect of promoting the hydroquinone to benzoquinone transformation, as well as accelerating electron transport by the highly conjugated planar structure and the high electrical conductivity.Besides, the vertically distributed nanosheet morphology of Ni-COF should enhance the accessibility of the redox sites (Fig. 13b).
In fact, the metal ion isolated from the linkage can also affect the conductivity of the COF.Yusran and co-workers synthesized three COFs between 4,4 ′ -(1,2-ethynediyl)bis-2hydroxybenzaldehyde and tetrakis(4-aminophenyl)porphyrin with or without metal coordination (Fig. 13e). 111Aer the exfoliation to form nanosheets, these e-COFs show similar morphology (Fig. 13f).However, even the e-JUC-510 without metal ions possesses the largest SSA, it exhibits the lowest C sp of 4.17 mF cm −2 at scan rate as high as 1000 mV s −1 and largest R s of 60 U.In contrast, corresponding values of 5.46 mF cm −2 and 10.8 U are obtained for e-JUC-511 (nickel coordinated), and 5.85 mF cm −2 and 15.5 U for e-JUC-512 (copper coordinated).Such results prove the importance of metal centers (Fig. 13g).Li et al. further studied the impact of different types of metal centers (Fig. 13h). 112A series of dioxin-linked COFs consisting of electrophilic and nucleophilic phthalocyanines (Pcs) were synthesized with different combinations of metal centers.The crystallinity and morphology of these bulk COFs are similar.But interestingly, the conjugated COFs with different metal centers display a signicant difference in electronic properties.For instance, the energy level of the conductive band and valence band of the bulk COFs gradually decreases when the metal center changes from PAE-NiNiPcF 8 to PAE-NiCuPcF 8 , and then to PAE-CuCuPcF 8 (Fig. 13i).This is due to the smaller resonance energy with neighboring units of NiPc, thus decreasing the energy barrier of the out-of-plane charge transfer transition.The authors claim that the proximity effect might have a signicant impact on the electronic structure of COFs.By mixing with exfoliated graphene to afford the electrode, the

Chemical Science Review
micro-supercapacitor based on PAE-NiNiPcF 8 shows the highest volumetric C sp of 28.1 F cm −3 at 2 mV s −1 .Excellent cycling stability with 98.1% retention aer 10 000 cycles at 50 mV s −1 was also achieved (Fig. 13j).
In 2022, stibium (Sb) was introduced into the COF backbone by Qiu et al. 113 In contrast to the analogue containing nitrogen in the same main group with planar structure (IISERP-COF2 (ref.114)), this Sb-COF exhibits twisted conguration owing to the lone pairs of Sb atoms. 115Compared with a similar COF having a phosphorus center (Phos-COF 116 ), Sb-COF shows a cylindrical-like morphology with a much smaller average diameter of ∼100 nm (5-15 mm for Phos-COF).Such small size is benecial to the large BET SSA (969 m 2 g −1 ) and the ease of accessing active sites.Indeed, 42% of the triphenylstibine units can be reached during the electrochemical process, much higher than that of Phos-COF (12%).Besides, the percentage of accessibility gradually increases to 90% aer 60 000 cycles.The highest C sp of 260 F g −1 is obtained at 2 A g −1 , while 72% of this value can be retained at a high current density of 20 A g −1 , suggesting good rate capability.
3.5.3Electrolyte management.The electrolyte plays a crucial role in the performance of SCs.It directly affects their capacitive behavior and overall efficiency.The requirements of SCs on electrolytes include wide potential window, high ionic conductivity, good electrochemical stability, low volatility, and low cost. 117The optimal electrolyte can increase the charge storage capacity of the COF, improve the charge transfer at the electrode/electrolyte interface, and ensure the long-term stability of the SCs.Although the fabrication of individual components of a capacitor (e.g., electrode material, electrolyte) is relatively simple, compatibility between the pore size and structure of the electrode material and the size of the electrolyte ions is important to improve their combined effect.
The electrolytes employed in the SCs can be basically categorized into three types: aqueous electrolytes, organic electrolytes and hybrid electrolytes.Aqueous electrolytes are usually based on inorganic acids, bases, or salts (e.g., H 2 SO 4 , KOH). 118his class of electrolytes are commonly used in SCs due to their low cost, high ionic conductivity, environmental friendliness, high power density, and high capacitance.However, their narrow electrochemical window limits the operating voltage of SCs and induces their limited energy density.In addition, waterbased electrolytes are prone to evaporation, which can lead to a reduction in the volume of the electrolyte, thereby reducing the overall performance of the SC.Compared with aqueous electrolytes, organic electrolytes are more demanding in terms of preparation process and conditions.Generally, organic electrolytes (e.g., acetonitrile or propylene carbonate with dissolved salts, such as LiPF 6 ) have a wider electrochemical window which allows high energy densities.However, the relatively low ionic conductivity of organic electrolytes limits the power density of SCs.In addition, organic electrolytes are oen ammable and not as environmentally friendly as aqueous electrolytes.Taking advantage of both aqueous and organic electrolytes, hybrid electrolytes oen show an improved voltage window and ionic conductivity owing to the complementary effect of different components.The ease of preparation and excellent safety enable their utilization in exible SCs. 119dding a redox additive in the electrolyte can prot the capacitive enhancement, which has been evidenced in other systems such as MOF-based SCs. 120 In 2021, Kushwaha et al. introduced KI as a redox additive to improve the device performance of a COF-based capacitor. 121The selected COF (IISERP-COF25) has carbonyl units aer tautomerism in the presence of protons that can interact with polyiodide species, in which the I 3 − plays the dominant role (Fig. 14a).According to the CV tests, the current response activity of the three-electrode system sharply enhances aer the addition of KI in the electrolyte, while the CV curves at different scan rates reveal that the charge storage mechanism becomes more diffusion controlled.Meanwhile, both the R s and R ct decrease signicantly, indicating the enhanced charge transfer induced by KI.As a result, the C sp of the three-electrode system increases from 7 to 57 F g −1 aer the addition of KI (Fig. 14b-e).
Very recently, Chatterjee et al. constructed two TTF-based COFs with different charge transfer capabilities (Fig. 14g). 122he authors found that only in the two-electrode system using IL electrolyte did the TTF-based electrodes show a couple of small peaks in the CV curves.Aer carefully investigating the mechanism, the authors claimed that charge storage was dominated by surface charge density and pore size.Thus, by carefully selecting the combination of the COF with negative surface charge density, IL electrolyte, and controlling the charge transfer and polarization, an improvement of the total device performance can be acquired (Fig. 14f).
3.5.4Mixed COF structure.Recently, Xu and co-workers proposed a "nano-hourglass" structure to promote charge accumulation for increase of capacitance. 123They rstly prepared few-layered lms of A-COF and B-COF, and then assembled them in certain orders such as ABA and BAB (Fig. 14h and i).Although the capacitive type is dominated by the outer layer, the ABA electrode shows higher C sp than the AAA electrode (Fig. 14j).Such enhancement can be ascribed to the "nano-hourglass", describing the charge accumulation within this nanostructure (Fig. 14k).The outer layer of A-COF with mesopores can trap electrolyte molecules and transfer them to the B-COF layer for the fully performed redox reactions.Meanwhile, the micropores of the B-COF layer are sandwiched by the mesopores of A-COF, which protect them from collapse to realize enhanced rate capability.
3.5.5COF-derived carbons.COFs usually possess high specic surface area, conjugated units, and controllable heteroatom doping, but with limited conductivity.Therefore, it is feasible to pyrolyze COFs to form corresponding carbon materials.The conjugated structure would ensure the high ratio of graphene-like carbon, thus providing high conductivity, while the high SSA and heteroatoms can be inherited for the efficient redox capacitance.In 2016, Feng et al. pyrolyzed the fully conjugated sp 2 -COF into porous carbon without the utilization of a template. 67The 2DPPV-800 exhibits the highest capacity of 334 F g −1 at 0.5 A g −1 compared with other carbon materials pyrolyzed at different temperatures.Notably, no capacitance loss was observed aer 10 000 charging/ discharging cycles, indicating outstanding cycling stability.
Later, Jiang and co-workers coated an imine-COF on PPZS (polycyclotriphosphazene-co-4,4'sulfonyldiphenol) spheres with different weight ratios to form a series of core-shell structure materials. 124Aer pyrolysis at 900 °C, the TAPT-DHTA-COF 0.1 @PPZS 900 (0.1 ratio of COF) shows a complete and thinnest shell structure, accompanied with the best capacitive performance.The core-shell structure manifests a synergistic effect of facilitating electron conduction and ion transport according to CV and EIS curves.

SC device applications
This part will discuss the application of COFs in various types of SCs, such as micro-SCs, symmetric SCs, asymmetric SCs, and exible SCs.The rst section explores different COFs for symmetric SCs, highlighting their cycling stability, power density, energy density, and specic capacitance.The second section focuses on asymmetric SCs using COFs combined with different materials for improved performance.The third section addresses exible SCs, showcasing COFs' benets in providing mechanical exibility and stability for wearable electronic devices.Lastly, the fourth section discusses micro-SCs, emphasizing their potential for small-sized, high-energy, and long-life energy storage.

Symmetric SCs
Symmetrical supercapacitors (SSCs) adopt symmetrical device design, where the negative and positive electrodes are matched with identical materials of identical quality, which have fast charging/discharging ability, high power density, and no memory effect.The simple structure and ease in promotion of SSCs facilitate their great application potential and development space in the eld of green energy.
In 2018, Halder et al. constructed a solid-state SSC using a redox active and hydrogen bonded COF to achieve a high areal capacitance of 84 mF cm −2 . 89The device exhibits energy and power densities of 2.9 mW h cm −2 and 61.8 mW cm −2 using 2 M aq.H 2 SO 4 /PVA gel as an electrolyte, respectively.This hydrogenbonded COF has excellent stability and redox activity, so it can be directly used as an electrode material for SCs.In addition, doped COFs are common electrode materials.Among the dopant-modied COF materials, there are many studies based on CTF.Wu et al. employed 2,6-pyridinedicarbonitrile to construct porous covalent triazine-based frameworks containing repeating pyridine units (p-CTFs) via a trimerization reaction followed by annealing at a certain temperature. 125The

Chemical Science Review
authors found that the annealing of the synthesized p-CTF at higher temperatures yielded a larger SSA of the product, which should be a signicant factor determining the energy storage properties of the material.The authors assembled two-electrode SSCs (button cell) using p-CTF-800 annealed at 800 °C as the electrode material and 1 M H 2 SO 4 as electrolyte.These devices could achieve a C sp of 245.7 F g −1 at a current density of 0.2 A g −1 .Meanwhile, the devices demonstrate the highest energy density of 6.91 W h kg −1 at a power density of 50 W kg −1 and the highest power density of 2700 W kg −1 at an energy density of 5.35 W h kg −1 .In addition, the devices achieve 95.5% capacitance retention aer 10 000 charge/discharge cycles.In another report, Gao et al. synthesized a family of CTFs with uorine/chlorine functionalization, where the nal uorinated CTF (FCTF) exhibits superior electrochemical properties. 126The high degree of uorination of the CTFs resulted in superior electrochemical properties.The uorine atoms broaden the interlayer space of the CTFs, which results in a larger SSA and more active sites for the FCTFs.Meanwhile, the uorination of FCTF is helpful in improving the stability of the material structure.The SSC assembled with FCTF as electrodes and 1 M H 2 SO 4 as electrolyte demonstrates a specic capacitance of 173 F g −1 at 1 A g −1 .The device shows a high energy density of 54 W h kg −1 and a maximum power density of 14 060 W kg −1 .In addition, the device delivers excellent cycling stability with 98% of the initial capacitance retained aer 10 000 charge/discharge cycles at 5 A g −1 .On the basis of the above work, Gao et al. prepared a series of F/N-rich porous carbon (FNC) with large SSA and a large number of active sites by adjusting the carbonization temperature using uorinefunctionalized CTF (FCTF) as a precursor. 127Among all the prepared FNCs, the FNC obtained at 700 °C (FNC-700) shows excellent electrochemical performance.The assembled SSC using FNC-700 as electrodes and 1 M KOH as electrolyte achieves a maximum C sp of 115 F g −1 at 1 A g −1 .Besides, the maximum energy density is 31.4W h kg −1 while the maximum power density is 7000 W kg −1 .
Additionally, Ma et al. developed several nitrogen/oxygen atom-doped mesoporous/microporous carbon frameworks from imine-based and triazine-based COFs via hightemperature carbonization. 128Among them, the COF-900 based SSC provided an ideal energy density of 15.28 W h kg −1 at 352.5 W kg −1 , and maintained 7.07 W h kg −1 even at 7.72 kW kg −1 (Fig. 15a).Fig. 15b demonstrates the achievement of specic capacitances of 110 and 51 F g −1 at current densities of 1 and 40 A g −1 , respectively.More importantly, aer 20 000 charge/discharge cycles, the device's capacitance retention still remains at 92.6% of its initial value (Fig. 15c).This demonstrates the excellent cycling stability and reversibility of the device.More specic is the thiol-modied COF.Pakulski et al.Other researchers have improved the electron transfer and ion diffusion capabilities of materials by compositing COF with carbon materials.Wang et al. prepared COF/rGO-x with different COF mass loadings by mixing reduced graphene oxide (rGO) and TaPa-Py COF. 129Subsequently, the thin-lm electrodes are prepared with COF/rGO-30 hybrid hydrogels.The SSC assembled with these electrodes pre-immersed in 1 M H 2 SO 4 for 24 h possesses a C sp of 138 F g −1 at 0.5 A g −1 , and an energy density of 20.1 W h kg −1 at a power density of 250 W kg −1 .Biradar et al. 130 prepared 3D PFM-COFs as SSC electrodes using tris(4-formylphenyl) phosphate (P) and 2,6-diaminopyridine (Py), which not only exhibit excellent ame retardancy properties, but also display the highest energy density of 28.44 W h kg −1 at 1077.72 W kg −1 .In summary, the molecular design of COFs is signicant for the preparation of multifunctional and efficient SCs.The statistical data are listed in Table 1.

Asymmetric SCs
Asymmetric supercapacitors (ASCs) compensate for the shortages of EDLCs and PCs by combining two electrodes with different redox reactions or charge storage mechanisms.ASCs not only extend the capacitor's operating voltage window, but also enhance the energy density without decreasing the high power density, thus better meeting the requirements for the power supply system in practical applications.Quinone-based materials, such as benzoquinone or anthraquinone derivatives, can undergo reversible redox reactions during charge/ discharge cycles.These redox reactions contribute to PC which allows for higher energy density.COF-incorporating benzoquinone building blocks are applied in ASCs. 105 15d).From the CV curves at different scan rates of 5, 10, 20, 30, 50, 70 and 100 mV s −1 (Fig. 15e), no obvious aberration is observed in ASCs with the increase of the scan rate, which demonstrates the capability of the fast charging and discharging.Besides, the device can still reach a capacitance retention of 88.9% of its initial value aer 20 000 charge/discharge cycles (Fig. 15f).What's more, two ASCs connected in series can successfully light up a "COF" panel consisting of 55 LEDs (Fig. 15f inset).High energy density up to 30.5 W h kg −1 is also obtained at a power density of 700 W kg −1 (Fig. 15g). 102etal oxides (e.g., RuO 2 , MnO 2 ) with abundant surface sites for redox reactions are important as electrode materials for SCs. 37Researchers have tried to combine COFs with metal oxides to enhance the performance of ASCs.Sajjad et al. constructed SCs using MnSe 2 /rGO//Phos-COF-1 as electrodes and 3 M KOH as electrolyte which achieved a C sp of 46$F g −1 @ 1 A g −1 and remarkable cycling stability (with 99.95% retention aer 28 000 cycles). 131Zhang et al. demonstrated that rGO/C/

Type
Electrode material Electrolyte C sp @ current density (F g −1 @ A g −1 )

Chemical Science Review
MnO 2 as a positive electrode material could deliver a high power density (3.6 kW kg −1 at 3.2 A g −1 ) and a high energy density (21.2 W h kg −1 at 0.16 A g −1 ) when using LiCl/PVA gel electrolyte. 132 In addition to the mentioned COFs applied in ASCs, various COFs offer potential redox sites for fabricating electrodes.An arylamine-linked COF (AAm-TPB) with abundant electroactive diphenylamine moieties shows a high specic capacitance, energy density and power density of 281 F g −1 , 19.16 W h kg −1 and 350 W kg −1 at 1.0 A g −1 , respectively. 93The assembled Sb-COF/rGO shows an excellent energy density of 69 W h kg −1 . 113PANI/TCOF-2, CNT/NKCOF-8, Ni-COF etc. with diverse redoxactive functional groups exhibited high stability and capacitive performances. 44,59,110

Flexible SCs
Flexible supercapacitors (FSC) are an important research direction in the context of the increasing demand for wearable electronic devices.Typically, FSCs possess outstanding mechanical exibility and performance stability under harsh conditions.Conventionally synthesized COFs are difficult to process due to their powder nature and insolubility.Therefore, it is of great necessity to enhance the mechanical properties when utilizing COFs as electrode materials for FSCs.
In COF-based FSC devices, combining COFs with carbon materials as electrode materials is a common approach to improve the mechanical properties.In 2020, Xu et al. impregnated COF@OHP complexes on microporous carbon nanotube lms (CNTF) to construct composite membranes (CHCMs) to serve as electrode materials for FSC with H 3 PO 4 /PVA gel as electrolyte. 133The device has a weight capacitance of 14 F g −1 .Additionally, the GCD curves had no obvious changes when the device was bent to different angles, suggesting that the capacitance performance is very stable.More importantly, ve devices in series can light up a 1.5 V LED.However, the impregnation method does not facilitate the formation of large-scale continuous networks.As opposed to impregnating the complexes directly on CNTF to build the materials, Dong et al. prepared the electrode materials by implanting COF materials in situ on the carbon skeleton.They synthesized COF/carbon composite foams (DAB/GCF) by homogeneous in situ implantation of DAB-COF into porous graphene-coated carbon foams (GCFs) via the Schiff base reaction. 53The mechanical properties of COF composites with a carbon foam support is signicantly improved.The synthesized DAB/GCF could be directly cut into small pieces to act as electrodes for assembling exible symmetric SCs with 1 M H 2 SO 4 as electrolyte.The as-fabricated device displays a maximum C sp of 129.2 F g −1 at 0.5 A g −1 with a maximum energy density of 4.47 W h kg −1 at a power density of 125 W kg −1 , and retains 3.05 W h kg −1 at 2558 W kg −1 .In addition, the device has excellent cycling stability with no capacitance drop aer 20 000 charge/discharge cycles at 10 A g −1 .More importantly, aer the DAB/GCF composites were subjected to a fatigue compression test at 70% strain for 50 cycles, the assembled exible SSC maintained 76.7% of the initial capacitance aer 20 000 cycles at 10 A g −1 , indicating that it has good mechanical stability.
Combining COFs with rGO to prepare composites as electrodes for FSC is another choice.In 2020, Wang et al. used a 2D COF as a spacer to prevent stacking of rGO nanosheets, thus improving the electrode performance. 134Two types of FSCs are assembled using the best performing rGO/COF-20 as the electrode material.The rst one is a two-dimensional thin lm supercapacitor with 1 M H 2 SO 4 as the electrolyte.The device has a specic capacitance of 74 F g −1 or 52 F cm −3 at 0.1 A g −1 .The second type is a 1D ber supercapacitor with H 3 PO 4 /PVA gel as electrolyte.The device has a volumetric energy density of 7.9 mW h cm −3 at the power density of 25 mW cm −3 .Recently, Wu et al. synthesized a novel anthracene-based covalent organic framework (DaTp-COF)/rGO hybrid (DaTp/rGO) as an electrode material to assemble FSC (Fig. 16a). 135It is worth mentioning that a novel gel electrolyte (P 28 /Zn 2+ /2IL ion gel) was prepared in this system that enables the self-healing of FSCs (Fig. 16b).This kind of ion gel electrolyte has high mechanical strength and self-healing properties.The device delivers good cycling stability, with a specic capacitance retention of about 80% aer 10 000 charge-discharge cycles.The ionic gel can tightly adhere to the electrodes and therefore does not come off when the FSC is bent (Fig. 16c).For the self-healing properties of the device, the FSC is cut into two parts which are then placed in contact with each other without external force to heal.Aer 90 minutes, the device has repaired itself automatically.The C sp of the repaired FSC only slightly decreased from 147 to 138 F g −1 at a current density of 0.1 A g −1 , which indicates good self-healing capability of the FSC (Fig. 16d).
In addition to these works, implanting vertical support materials on the surface of carbon bers to control the direction of COF growth is also effective.He et al. used a strong covalent bridge to integrate COF onto the carbon ber surface (AC-COF). 100The DAAQ (2,6-diaminoanthraquinone) coated on the surface of the carbon bers is employed as the support to control the COF growth direction.Based on this, a exible allsolid-state SSC with an areal C sp of 715 mF cm −2 at 0.5 mA cm −2 is assembled using PVA/H 2 SO 4 gel as the electrolyte.A high energy density of 194.64 mW h cm −2 can be obtained at a power density of 0.38 mW cm −2 , and three devices connected in series can easily power a red LED.In summary, the COFs provide an excellent platform for the development of lightweight free-standing exible electrodes.
Compared with the above composites that combine 2D COFs with conductive carbon, the incorporation of heteroatom-rich guests into COF pores is also a way to enhance the conductivity of 2D COF materials.Haldar et al. incorporated polypyrrole (Ppy) into ordered nanochannels of a polyimide COF. 60n this composite, the Ppy chains enable electron transport in the COF pore channel, and the interaction of the Ppy unit with anions can effectively broaden the redox voltage window.The assembled solid-state SC utilizing this electrode acquires a C sp of 358 mF cm −2 at 1 mA cm −2 and good cycling stability with a capacitive retention of 82% aer 6000 charge/discharge cycles based on PVA/H 2 SO 4 gel electrolyte.Similar work has been reported by Wang et al., in which a hollow dioxin-based COF-316 microower with interconnected hollow petals was synthesized. 32Then the microower was homogeneously laminated with polypyrrole (PPy) via a self-templating strategy to build a exible and transparent electrode for a transparent FSC using PVA/H 2 SO 4 gel electrolyte.The device exhibits an areal C sp of 783 mF cm −2 at 3 mA cm −2 and long-term cycling stability, with a maximum energy density of 0.027 mW h cm −2 at a power density of 0.75 mW cm −2 .
Apart from the above FSCs with ionic gel electrolytes, COFbased electrodes are also applied in aqueous zinc ion FSCs.In 2020, Yu et al. synthesized imide-linked PI-COF as an anode for a exible, dendrite-free, and high-rate all-zinc ion energy storage device. 140A high maximum energy density of 66.5 W h kg −1 and supercapacitor-level power densities ranging from 133 to 4782 W kg −1 are achieved.This COF is also combined with carbon materials to prepare electrodes.In contrast, Liu et al. successfully prepared arch-shaped covalent triazine framework (CTF) nanosheets (CTFO-NS-700) by using a bis-nitrile derivative graing template method with hollow mesoporous SiO 2 nanospheres (HMSN-CN 2 ) as precursors for ZnCl 2 mediated cyclo-trimerization reaction. 141The special morphology and structure of the arch-shaped two-dimensional nanosheets effectively enhance the efficient paths of ion diffusion and migration and provide more active centers.The exible solidstate zinc-ion SC was assembled using CTFO-NS-700 as the cathode, Zn as the anode, and PVA/Zn(CF 3 SO 3 ) 2 /ethylene glycol (PVA/Zn(Tf) 2 /EG) as the membrane electrolyte (Fig. 16e).The device achieves a C sp of 245.7 F g −1 at 1.0 A g −1 and a maximum energy density of 130 W h kg −1 .In addition, the capacity retention rate of the device under bending (L = 2 cm, R = 0.15 cm, q = 180°) can reach 87.8% aer 100 cycles (Fig. 16f, h  and i).More importantly, the exible device maintains 67.9% of the initial specic capacitance aer 100 cycles at 1.0 A g −1 at −20 °C, demonstrating its excellent cycling stability and frost resistance (Fig. 16g and Table 2).

Micro-SCs
The development of micro and nanoelectronics has put forward strong requirements for micro energy storage devices, prompting their comprehensive development in the direction of small size, high energy density, long lifetime and easy integration.Micro-supercapacitors (MSC) possess the advantages of excellent electrochemical performance, controllable electron/ion transport behavior, easy integration, etc., which show a great potential as the energy module of self-powered micro-nanosystems.
In 2019, Xu et al. prepared a novel fully conjugated COF (g-C 34 N 6 -COF) connected via unsubstituted C]C bonds, which is combined with carbon nanotubes to act as the electrode of MSCs (Fig. 17a). 68Based on the gel LiCl/PVA electrolyte, this device achieves an areal C sp of 15.2 mF cm −2 at a scan rate of 2 mV s −1 , and a high energy density of 7.3 mW h cm −3 at a power density of 0.05 W cm −3 , respectively (Fig. 17b and c).More importantly, aer 5000 charging/discharging cycles, it still maintains 93.1% of the initial capacitance, indicating excellent cycling stability.Even when the device is bent out of shape, the device still maintains a good CV curve (Fig. 17d).Two more trimethyltriazine-derived olen-conjugated COFs (g-C 30 N 6 -COF & g-C 48 N 6 -COF) were prepared by the same group in 2020 and composited with SWCNTs to form heterostructured thin lms

Chemical Science Review
as the electrodes for MSCs (g-C 30 N 6 -COF-MSC & g-C 48 N 6 -COF-MSC). 142The areal specic capacitances of the two COF-MSCs are 44.3 mF cm −2 and 41.1 mF cm −2 at a scan rate of 5 mV s −1 , and the maximum volumetric energy densities are 38.5 and 35.7 mW h cm −3 at 0.3 W cm −3 , respectively.Additionally, the capacitance retention of the two COF-MSCs were close to 95% aer 5000 charge/discharge cycles.Apart from compositing with carbon nanotubes, COFs can also be assembled with rGO or exfoliated graphene (EG) to improve electrochemical performance.Yao et al. constructed a exible MSC using a COF@rGO hybrid lm obtained by in situ preparation of COF on the surface of 2D rGO nanosheets as an electrode. 143An energy density of up to 44.22 W h kg −1 and a power density of up to 9998 W kg −1 are realized based on PVA/H 2 SO 4 gel electrolyte.Besides, 94.02% of the initial capacitance remains aer 10 000 cycles.Compared with the two previous studies, the carbon nanotubes have a higher aspect ratio and are prone to aggregate, and the conductivity is not as good as that of graphene nanosheets.Therefore, the device assembled with the COF@rGO hybrid lm has better performance.Li et al. synthesized a series of novel polyarylether-based COFs by direct reaction between various metal-based hexadeca-uorophthalocyanines (MPcF 16 , M = Ni, Cu, Zn) and octahydroxyphthalocyanines (PcOH 8 ). 112Compositing the COFs with exfoliated graphene (EG) can yield self-supporting COF-based thin lms with good electrical conductivity.The MSCs are assembled utilizing these lms as electrodes and H 2 SO 4 /PVA gel as electrolyte.Among them, PAE-NiNiPcF 8 MSC provided an ultra-high surface power density of 321.34 mW cm −2 and excellent cycling stability.
There have also been some recent studies on the modication of 2D COFs themselves to improve their performance.In 2022, Xu et al. fabricated MSCs with Li-and Co-modied iminelinked COF TAPB-DHPA . 144This COF was synthesized by the Schiffbase reaction of DHPA (2,5-dihydroxyterephthalaldehyde) and TAPB (1,3,5-tris(4-aminophenyl)benzene) while its nanomembranes are prepared by the SMAIS (surfactant-monolayerassisted interfacial synthesis) method.The modication of cobalt can provide additional pseudocapacitance through the reversible redox reaction of Co(II/III).MSCs are assembled using the prepared nanomembranes as electrodes and PVA/H 3 PO 4 as gel electrolyte (Fig. 17e).As shown in Fig. 17f and g, the MSC assembled with Co-COF TAPB-DHPA lms (MSC-Co-COF TAPB-DHPA ) shows the best performance with an ultra-high volumetric C sp of 1790.1 F cm −3 at 10 mV s −1 and a maximum energy density of 230.4 mW h cm −3 (@ 5.9 W cm −3 ).In this work, COFs were modied by metal ion doping, and in the following work, two COFs were alternately assembled to form an "hourglass" steric conguration to improve the material properties.Xu et al. prepared mesoporous self-supported COF lms with imine bonds (A-COF) and microporous COF lms with b-ketoenamine linkage (B-COF) through the SMAIS method. 123The ABA-COF superlattices were obtained by assembling them together using layer-by-layer transfer in the presence of van der Waals forces to form a "nano-hourglass" geometry.The A-COF layer acts as an energy storage layer to locally trap the electrolyte and limit the charge release and facilitates the transfer of the electrolyte to the B-COF layer for charge accumulation and depletion at the active site during redox reactions.In addition, two external mesoporous A-COFs protect the microporous B-

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COFs in case the micropores will not completely withstand the mesoporous highly loaded electrolyte.Therefore, strain of the internal B-COFs and the degradation of the energy storage during the discharge/charge cycling process could be avoided, thus ensuring the energy storage performance of the ABA-COF superlattice.
The optimized ABA-COF superlattice is made into a fork-nger electrode and a exible MSC device is assembled (MSC-ABA-COF) using H 3 PO 4 /PVA gel as electrolyte (Fig. 17h).The device exhibited a C sp of up to 927.9 F cm −3 at 10 mV s −1 with an energy density of 63.2 mW h cm −3 .It also exhibits good cycling stability with a capacitance retention of about 83.9% aer 8000 charge/discharge cycles.In addition, as shown in Fig. 17i, there is no signicant difference in the capacitance values of the device at different bending angles from 0°to 180°, which demonstrates its excellent mechanical exibility and outstanding stability.The FSC performance is comparable to that of the state-of-the-art devices (Fig. 17j).

Conclusions and outlook
This year marks the 10th anniversary of COF-based SCs.The rapid development and ourish of both COF materials and devices have been witnessed in the past decade.On the basis of some representative works, the major design strategies of neat COFs and COF composites for performance enhancement are summarized in this review on either a single aspect or overall improvement.The capability of integrating PC and EDLC in a single system guarantees a high theoretical specic capacitance and high energy density.In comparison with the rst COF-based SC which obtained a C sp of only 48 F g −1 , a huge improvement has been achieved in specic capacitance which recently reached up to 1875 F g −1 in a bulk COF electrode.The combination of a robust skeleton, suitable redox groups, and nely controlled morphology boosts the comprehensive optimization on conductivity, charge and mass transfer, and nally specic capacitance.Meanwhile, the drawbacks of bulk COFs can be solved by combining them with other functional materials.Outstanding rate capability (60% retention from 1 to 500 A g −1 ) and cycling stability (no drop aer 10 000 cycles) can be realized in COF composites.Such exciting achievements evidence the great potential of COF-based materials for supercapacitor applications.
Furthermore, the recent advances in device performance and novel device applications are also highlighted.COF-based SCs have high power and energy densities, capacitance retention, and mechanical stability.Besides, functionalized COFs with specic building blocks could be used to enhance the electrochemical performance and stability of SCs.These studies demonstrate that COFs have great potential in developing high-efficiency multifunctional SCs, making them promising materials for future energy storage devices.

Chemical Science
Review

Fig. 1
Fig.1The development of the design strategy of COF-based materials for SCs.

Fig. 3
Fig. 3 (a) Structure of TaPa-Py COF.(b) CV curves and (c) discharge capacitances at different current densities of TaPa-Py COF, DAP monomer, and DAB-TFP COF.Reprinted from ref. 42.Copyright 2016, Royal Society of Chemistry.Specific capacitances of TaPa-Py COF (d) at different scan rates and (e) current densities.Reprinted from ref. 43.Copyright 2017, Wiley-VCH GmbH.(f) The fabrication of CNT/NKCOFs.Reprinted from ref. 44.Copyright 2021, Wiley-VCH GmbH.(g) Schematic diagram of the synthetic route to PT-COF.(h) Cyclic voltammograms and (i) C sp of PT-COF at different scan rates.(j) GCD plot and (k) C sp of PT-COF at different current densities.Reprinted from ref. 45.Copyright 2021, American Chemical Society.

Fig. 11 (
Fig. 11 (a) Structure of the hexagonal subunit of the DAAQ-TFP COF, which was previously prepared as a slurry, mixed with carbon black and a PVDF binder, for supercapacitor applications.(b) Solvothermal growth of the DAAQ-TFP COF as an oriented thin film on Au electrodes.Reprinted from ref. 97.Copyright 2015, American Chemical Society.(c) Schematic illustration of the preparation of v-COF-GO and COF/GO to produce carbon nanosheets oriented vertical or parallel to the rGO surface.Reprinted from ref. 99.Copyright 2018, Wiley-VCH GmbH.(d) Schematic diagram of the functionalized AC-COFs.(e) Synthesis and structural characterization of COFs.(f) Schematic illustration of electron transport in AC-COFs and PXRD patterns of the AC-COFs at different times.(g) SEM and cross-section images of AC-COFs at different time intervals.Reprinted from ref. 100.Copyright 2022, American Chemical Society.(h) Scheme of the synthetic procedure for the preparation of the COF/rGO aerogel.Reprinted from ref. 101.Copyright 2020, Springer Nature Limited (Creative Commons CC BY).(i) Scheme of the synthesis procedure for the DAAQ-COFs/GA composite.Reprinted from ref. 102.Copyright 2021, Royal Society of Chemistry.

Fig. 12
Fig. 12 Illustration of charge transfer (a) in tetrathiafulvalene and p-benzoquinone compounds and (b) in the donor-acceptor COF.(c) Capacitance vs. current density and (d) Nyquist plot (the inset is the magnified Nyquist plot) of the TTF-COF1 electrode in a three-electrode system.Reprinted from ref. 105.Copyright 2020, Royal Society of Chemistry.(e) Synthetic route and structure of DBT-MA-COF.(f) GCD curves and (g) Specific capacitances at various current densities of DBT-MA-COF.Reprinted from ref. 106.Copyright 2021, Elsevier.(h) Synthetic pathway of SH-COF-1 and SH-COF-2.Reprinted from ref. 107.Copyright 2022, Royal Society of Chemistry.

Fig. 14
Fig. 14 (a) Formation of IISERP-COF25 and illustration of the capacitance enhancement in a COF-derived charge-storage system obtained by the inclusion.(b) CV plots and (c) GCD profile of the composite electrode measured using 1 M H 2 SO 4 and 1 M H 2 SO 4 + 0.2 M KI as electrolyte.(d) Nyquist plots from the AC-impedance measurements of the composite and (e) plots of the Z Re versus u −1/2 of the composite measured using the three-electrode assembly.Reprinted from ref. 121.Copyright 2021, Wiley-VCH Verlag GmbH.(f) Mechanism of ionic liquid rearrangement in micropores of TTF-Por COF based EDLC supercapacitors.(g) Schematic of the synthesized TTF-Da COF and TTF-Por COF.Reprinted from ref. 122.Copyright 2023, Wiley-VCH Verlag GmbH.(h) Schematic synthesis of A-and B-COF films using the SMAIS method.(i) Illustration of assembling A-and B-COF films in the ABACOF superlattice.(j) C sp of AAA-, BBB-, ABA-and BAB-COF superlattices.(k) Pie chart of ABA-and BAB-COF superlattices at 10 mV s −1 and an illustration of the ABA-COF superlattice's internal "nano-hourglass" physical structure.Reprinted from ref. 123.Copyright 2023, Springer Nature (CC BY 4.0).

Fig. 15 (
Fig. 15 (a) Schematic structure, (b) specific capacitance, and (c) cycling stability and coulombic efficiency of COF-900-based SSCs.Reprinted from ref. 125.Copyright 2023, Elsevier.(d) Schematic of the DAAQ-COFs/GA//GA ASC device.(e) CV curves of the ASC at different scan rates.(f) Stability test at 5 A g −1 for 20 000 cycles (the inset shows a digital photograph of the LED powered by the ASC).(g) Ragone plot of the ASC.Reprinted from ref. 102.Copyright 2021, Royal Society of Chemistry.

Fig. 17
Fig. 17(a) Preparation process and optical photos of a COF-MSC based on g-C 34 N 6 -COF.(b) Specific area capacitance and volume capacitance at different scan rates.(c) Ragone plots compared with some previously reported electrochemical energy storage devices.(d) CV curves under different bending conditions at a scan rate of 50 mV s −1 (inset: optical photographs of the COF-MSC under different bending conditions).Reprinted from ref. 68.Copyright 2019, Wiley-VCH Verlag GmbH.(e) Schematic structure of the MSC-COF TAPB-DHPA .(f) Specific area capacitance and volume capacitance at different scan rates and (g) Ragone plots with other devices prepared by authors as well as some previously reported devices of MSC-COF TAPB-DHPA , MSC-IL-COF TAPB-DHPA , and MSC-Co-COF TAPB-DHPA .Reprinted from ref. 144.Copyright 2022, Elsevier.(h) Schematic diagram of the in-plane MSC configuration.(i) Capacitance retention under different bending degrees of MSC-ABA-COF.(j) Ragone plots of MSC-ABA-COF, as well as some reported MSC devices.Reprinted from ref. 123.Copyright 2023, Springer Nature, CC BY.
Fig. 17(a) Preparation process and optical photos of a COF-MSC based on g-C 34 N 6 -COF.(b) Specific area capacitance and volume capacitance at different scan rates.(c) Ragone plots compared with some previously reported electrochemical energy storage devices.(d) CV curves under different bending conditions at a scan rate of 50 mV s −1 (inset: optical photographs of the COF-MSC under different bending conditions).Reprinted from ref. 68.Copyright 2019, Wiley-VCH Verlag GmbH.(e) Schematic structure of the MSC-COF TAPB-DHPA .(f) Specific area capacitance and volume capacitance at different scan rates and (g) Ragone plots with other devices prepared by authors as well as some previously reported devices of MSC-COF TAPB-DHPA , MSC-IL-COF TAPB-DHPA , and MSC-Co-COF TAPB-DHPA .Reprinted from ref. 144.Copyright 2022, Elsevier.(h) Schematic diagram of the in-plane MSC configuration.(i) Capacitance retention under different bending degrees of MSC-ABA-COF.(j) Ragone plots of MSC-ABA-COF, as well as some reported MSC devices.Reprinted from ref. 123.Copyright 2023, Springer Nature, CC BY.

Table 1
Device performance summary of SSCs and ASCs Kandambeth et al. used a RuO 2 /Hex-Aza-COF-3 electrode and H 2 SO 4 /PVA gel electrolyte to assemble high-performance ASCs with a C sp of 64 F g −1 at 1 A g −1 , energy density of 23.3 W h kg −1 and power density of 661.2 W kg −1 . 82