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Over 50 wt% loaded nanoparticulate Ru on hollow carbon spheres as efficient catalysts for the conversion of levulinic acid to γ-valerolactone under ambient conditions

Yeon Seo Kong , Rakesh Parida, Yoon Kee Kim, Hyun Su Kim, Jin Yong Lee* and Seung Uk Son*
Department of Chemistry, Sungkyunkwan University, Suwon 16419, Korea. E-mail: sson@skku.edu; jinylee@skku.edu

Received 9th November 2025 , Accepted 12th January 2026

First published on 12th January 2026


Abstract

The conversion of biomass-derived levulinic acid (LA) to γ-valerolactone (GVL) is one of the key transformations for producing bio-fuel precursors. Although various Ru-based heterogeneous catalysts have been developed, these conversions typically required 0.25–2.8 mol% Ru for LA, high temperatures (∼150 °C), and high H2 pressures (up to 50 bar). To enable more sustainable GVL production under milder reaction conditions, the development of more efficient catalysts is required. In this work, Ru nanoparticles supported on the hollow carbon spheres (Ru/HC) were successfully engineered using hollow microporous organic polymers (HMOPs) as templates. In particular, the coating of tannic acid on the HMOP facilitated the efficient incorporation of Ru species into the templating materials. The optimized 51.6 wt% Ru/HC-3 catalyst with 0.25 mol% Ru for LA exhibited excellent catalytic performance, achieving a 94% GVL yield and good recyclability at 100 °C under 5 bar H2. The excellent catalytic performance of Ru/HC-3 under mild conditions can be attributed to the unusually low reduction temperature (80 °C) of the surface RuOx species.


Introduction

For the sustainable production of value-added chemicals and the realization of a resilient society in the face of climate change, the exploration of alternatives to petroleum-based resources has become increasingly crucial.1 In this context, the chemical conversion of biomass, primarily derived from plant materials, has recently attracted significant attention.2 In particular, the selective transformation of biomass into valuable platform chemicals is of great practical importance.3

From a chemical perspective, the cell wall is a major component of biomass, composed mainly of lignocellulosic material.4 Among its three principal constituents, cellulose has been most extensively studied for producing platform chemicals. Acid-catalyzed hydrolysis of cellulose yields glucose, which can be isomerized to fructose and then dehydrated to form the key platform compound 5-hydroxymethylfurfural (HMF).5

Levulinic acid (LA), identified by the U.S. DOE as a top value-added chemical from biomass, can be produced via hydration of HMF.6 Tandem hydrogenation and dehydration of LA affords γ-valerolactone (GVL), a promising biofuel precursor (Fig. 1).7 Recently, Ru-based catalysts have been extensively studied for this transformation, typically supported on carbon materials or metal oxides (TiO2, ZrO2, SiO2, and Al2O3) with Ru loadings of 0.37–8.6 wt%.8–10 To the best of our knowledge, achieving Ru loadings above 10 wt% on solid supports remains challenging, as excessive loading can cause aggregation and reduce catalytic performance.


image file: d5ta09104g-f1.tif
Fig. 1 Chemical conversion of biomass-derived levulinic acid to γ-valerolactone, along with the conventional reaction conditions for Ru-catalyzed systems reported in the literature.8–10

Achieving GVL with high selectivity (>90% yields) over Ru-based catalysts typically requires 0.25–2.8 mol% Ru for LA, elevated temperatures (150–200 °C), and high H2 pressures (30–50 bar), resulting in increased energy consumption and the need for specialized equipment (Fig. 1 and Table S1 in the SI).8–10 For more sustainable GVL production, efficient catalytic systems operating under milder temperatures and lower H2 pressures are desirable.

Various heterogeneous inorganic catalysts have been developed for biomass conversion to chemicals.11 To enhance catalytic performance, the nanoscale structures of these catalysts have been engineered using template methods.12 For example, porous organic templates can incorporate inorganic precursors, which upon thermolysis generate metal nanoparticles supported on carbon materials. Hollow nanocatalysts can be further fabricated by removing the inner templating material.13 Since catalytic reactions occur primarily on the surface of heterogeneous catalysts, the inner components of bulk materials are often underutilized. Therefore, engineering hollow structures can improve catalytic performance by maximizing surface accessibility.13

Recently, microporous organic polymers (MOPs) have been synthesized via the coupling of organic building blocks.14 The micropores of MOPs provide sites for the incorporation of catalyst precursors.15 Moreover, hollow morphologies of MOPs can be constructed via template-assisted approaches to enhance mass transport and surface accessibility.16 Due to their organic nature, MOPs are generally nonpolar and hydrophobic. Conventional MOP powders prepared via Sonogashira coupling of organic building blocks float on water (Fig. 2a). While nonpolar precursors such as organometallic compounds can be well incorporated into MOPs,17 conventional metal halides are inefficient due to their polar nature (Fig. 2a). Therefore, to enable incorporation of metal halide precursors, the chemical properties of MOPs must be post-modified.


image file: d5ta09104g-f2.tif
Fig. 2 (a) Comparison of the nonpolar nature of MOP in water with the polar nature of RuCl3. (b) Chemical structure of tannic acid (TA), its assembly via hydrogen bonding, and its facile coordination to metal ions.

Tannic acid (TA) is a versatile compound rich in hydrophilic galloyl groups (Fig. 2b).18 Owing to the facile formation of intermolecular hydrogen bonds between galloyl groups, TA can be used to coat solid materials.19 Moreover, various metal ions can be incorporated into the assembled TA networks via coordination with hydroxyl groups and various metal–TA networks have been reported.20 Therefore, TA can potentially be employed to modify the surface properties of MOPs, rendering them polar and facilitating the incorporation of polar metal halide precursors. The combination of MOP materials with TA chemistry thus provides a promising approach for preparing precursor materials for the synthesis of metals on carbon supports.

In this work, we report the engineering of Ru nanoparticles loaded on hollow carbon spheres (Ru/HCs) using TA-modified hollow microporous organic polymer (HMOP@TA) templates and their catalytic performance in the conversion of LA to GVL under mild conditions.

Experimental section

General information

Transmission electron microscopy (TEM) and energy dispersive X-ray spectroscopy (EDS)-based elemental mapping studies were conducted using a JEM2100F microscope. High-resolution (HR)-TEM analysis was conducted using a JEM ARM 200F microscope. N2 adsorption–desorption isotherm curves were obtained at 77 K using a Micromeritics ASAP 2020 instrument and analyzed by the Brunauer–Emmett–Teller (BET) theory. Pore size distribution analysis of materials was conducted by the nonlocal-density functional theory (NL-DFT) method. Water contact angles (WCAs) were measured using a Theta Optical Tensiometer (KSV Instruments, Ltd). Solid state 13C nuclear magnetic resonance (NMR) spectra were obtained using a 500 MHz Bruker ADVANCE III HD spectrometer at the National Center for Inter-University Research Facilities of Seoul National University of Korea. Infrared (IR) spectra were obtained using a Bruker VERTEX 70 spectrometer at the Chiral Material Core Facility Center of Sungkyunkwan University. Powder X-ray diffraction (PXRD) patterns were obtained using Rigaku Ultima IV equipment. X-ray photoelectron spectra (XPS) were obtained using a Thermo VG Spectrometer. Combustion elemental analysis was conducted using a FLASH 2000 analyzer. Thermogravimetric analysis (TGA) curves were obtained using SDT 650 equipment. Inductively coupled plasma-atomic emission spectroscopy (ICP-AES) was conducted using OPTIMA 8300 equipment. H2-temperature-programmed reduction (TPR) and temperature-programmed desorption (TPD) studies of materials were conducted using AutoChem II 2920 V 4.03 equipment. For the H2-TPR studies, the samples were pretreated at 150 °C under Ar for 1 h and then were analyzed in the temperature range of 50–600 °C under 10% H2/Ar gas with a temperature increase rate of 10 °C min−1. For the H2-TPD studies, the samples were pretreated at 400 °C for 2 h under 10% H2/Ar gas, cooled to 50 °C, purged with Ar gas for 1 h, and then, analyzed in the temperature range of 50–900 °C under 10% H2/Ar gas with a temperature increase rate of 10 °C min−1. Conventional solution-based 1H and 13C NMR spectra were obtained using a Bruker Ascend 500 MHz spectrometer at the Chiral Material Core Facility Center of Sungkyunkwan University. High resolution-mass spectroscopy (HR-MS) was conducted using a Xevo G2-XS-UPC2 spectrometer at the Chiral Material Core Facility Center, Sungkyunkwan University.

Synthesis of HMOP and HMOP@TA

Silica nanospheres were prepared by the Stöber method reported in the literature.21 In this work, the following synthetic procedures were applied. Ethanol (200 mL), distilled water (8 mL), and a spin bar were added to a 250 mL round-bottomed flask under air. After ammonia solution (25–30%, 4 mL) was added, the flask was sealed with a rubber septum. After stirring at room temperature for 1 h, tetraethyl orthosilicate (TEOS, 14 mL) was quickly added. The mixture was stirred at room temperature for 18 h. A half portion (∼113 mL) of the reaction mixture was transferred to hexane (300 mL) in a 500 mL Erlenmeyer flask. After seven drops of acetic acid (99.5%) were added, the flask was shaken. After the suspension was transferred to a 50 mL Falcon tube, the silica powders were separated by centrifugation, washed with a mixture of methanol (20 mL) and acetone (20 mL) three times, and dried under vacuum. The other half portion was treated by the same procedures. To remove organic residues, the silica spheres were calcined in a furnace at 550 °C for 4 h under air.

For the preparation of HMOP, silica spheres (0.50 g), (PPh3)2PdCl2 (14 mg, 20 µmol), CuI (3.8 mg, 20 µmol), distilled triethylamine (40 mL), and distilled toluene (10 mL) were added to a flame-dried 100 mL two-necked Schlenk flask under argon. The reaction mixture was sonicated at room temperature for 1 h. After tetra(4-ethynylphenyl)methane (83 mg, 0.20 mmol) and 1,4-diiodobenzene (0.132 g, 0.400 mmol) in toluene (10 mL) were added, the reaction mixture was stirred at 80 °C for 24 h. After cooling to room temperature, the solid (MOP@SiO2) was separated by centrifugation, washed with methylene chloride (50 mL) once, methanol (50 mL) once, and acetone (50 mL) once, and dried under vacuum. MOP@SiO2 was added to a mixture of hydrofluoric acid (48–51%, 10 mL), distilled water (10 mL), and methanol (25 mL) in a 50 mL Falcon tube. Caution: the hydrofluoric acid is extremely toxic and should be handled with specific gloves in a hood. After the reaction mixture was stirred at room temperature for 4 h, the solid (HMOP) was separated by centrifugation, washed with a mixture of water (20 mL) and methanol (25 mL) four times, and dried under vacuum. Caution: the excess HF residues were neutralized with aqueous NaOH solution.

For the preparation of HMOP@TA, HMOP (25 mg), distilled water (12.5 mL), and ethanol (12.5 mL) were added to a 50 mL Falcon tube. The mixture was sonicated at room temperature for 1 h. After tannic acid (0.40 g, 0.20 mmol) was dissolved in a mixture of distilled water (12.5 mL) and ethanol (12.5 mL), it was added to the reaction mixture. After the reaction mixture was vortexed at room temperature for 30 s, the solid (HMOP@TA) was separated by centrifugation, transferred to a 10 mL vial, washed with water (10 mL) three times, and dried under vacuum.

Synthesis of Ru/HC-1–3 and control Ru/C (C–Ru)

For the preparation of Ru/HC-3, HMOP@TA (10 mg) and ethyl acetate (5 mL) were added to a flame-dried 50 mL two-necked Schlenk flask and the mixture was sonicated at room temperature for 5 min. After RuCl3·H2O (40 mg, 0.19 mmol) was dissolved in ethyl acetate (5 mL) by sonication, it was added to the HMOP@TA suspension. The reaction mixture was stirred at 90 °C for 6 h. After cooling to room temperature, the solid (HMOP@TA–Ru) was separated by centrifugation, transferred to a 10 mL vial, washed with ethyl acetate (10 mL) three times, and dried under vacuum. The HMOP@TA–Ru was treated at 500 °C for 4 h under argon in a furnace to form Ru/HC-3. For the preparation of Ru/HC-1, the same procedures as those of Ru/HC-3 were applied except that RuCl3·H2O (5 mg, 24 µmol) was used. For the preparation of Ru/HC-2, the same procedures as those of Ru/HC-3 were applied except using RuCl3·H2O (10 mg, 48 µmol). For the preparation of control Ru/C (C–Ru), the same procedures as those of Ru/HC-3 were applied except that HMOP was used instead of HMOP@TA.

TGA in air indicated 28.5, 44.5, 68.0, and 65.7 wt% residues for Ru/HC-1, Ru/HC-2, Ru/HC-3, and C–Ru, respectively, corresponding to 21.6, 33.8, 51.6, and 49.9 wt% Ru. Based on these results, the Ru contents in Ru/HC-1, Ru/HC-2, Ru/HC-3, and C–Ru were analyzed to be 2.14, 3.34, 5.11, and 4.94 mmol Ru per g, respectively. It is noteworthy that metallic Ru is poorly soluble even in aqua regia,22 and thus, TGA in air has been used for quantitative analysis of Ru in carbon materials.23

Experimental procedures of catalytic reactions

For the catalytic reaction, after levulinic acid (0.204 mL, 2.00 mmol), Ru/HC (0.25 mol% Ru relative to LA, the contents of Ru in each catalyst: 2.14 mmol Ru per g for Ru/HC-1, 3.34 mmol Ru per g for Ru/HC-2, 5.11 mmol Ru per g for Ru/HC-3, 4.94 mmol Ru per g for control Ru/C), water (2 mL), and a spin bar were added to an autoclave, the setup was assembled. After H2 gas was purged for 30 s, the autoclave was charged with 5 bar H2 gas. The reaction mixture was stirred at 100 °C for 2 h. After cooling using an ice bath, the excess H2 gas was vented. The crude products were analyzed by 1H NMR using maleic acid (2.00 mmol) as an internal standard. For the recyclability tests, after the reaction mixture was transferred to an 8 mL vial, the Ru/HC-3 catalyst was separated by centrifugation, washed with water three times, dried under vacuum, and used for the next run.

For the isolation of GVL from the reaction mixture, the following procedures were applied. First, the Ru/HC-3 catalyst was removed by filtration with a syringe filter. Using 1 M NaHCO3 solution, the pH of aqueous product solution was set to 9. Under basic conditions, the HPA intermediate became water soluble while GVL is very soluble in organic media. The GVL was extracted with ethyl acetate three times and dried using MgSO4. After evaporation of volatile solvent, the pure GVL was obtained. 1H and 13C NMR spectra of isolated GVL matched well with those reported in the literature.24 Characterization data of GVL: isolated yield of 91%, 1H NMR (500 MHz, CDCl3) δ = 4.64 (m, 1H), 2.55 (m, 2H), 2.36 (m, 1H), 1.83 (m, 1H), 1.41 (d, J = 6.3 Hz, 3H) ppm, 13C NMR (125 MHz, CDCl3) δ = 177.3, 76.9, 29.9, 29.2, 21.2 ppm, HR-MS (ESI): [M + H]+ for C5H8O2 calc. 101.0597, found 101.0603.

Procedures of computational studies

To evaluate the catalytic activity of the Ru(002) surface for the conversion of levulinic acid (LA) to γ-valerolactone (GVL), density functional theory (DFT) calculations were carried out using the Vienna Ab initio Simulation Package (VASP).25 The Projector Augmented-Wave (PAW) method was employed to describe the interaction between core and valence electrons. Structural optimizations were performed using the Perdew–Burke–Ernzerhof (PBE) functional26 within the framework of the generalized gradient approximation (GGA) to accurately capture exchange–correlation effects. To properly account for long-range dispersion effects, Grimme's DFT-D3[thin space (1/6-em)]27 correction was incorporated, and spin-polarization was considered. To construct the catalytic model, the Ru unit cell was first optimized, yielding lattice constants of a = b = 2.71 Å, which are in good agreement with the reported experimental values. Based on this, a Ru(002) surface was modeled as a periodic 5 × 5 slab consisting of four atomic layers, separated by a 15 Å vacuum to eliminate interactions between the slab and its periodic image along the direction perpendicular to its surface plane. During structural optimization, the bottom two layers were fixed to simulate the bulk structure, while the upper two layers were fully relaxed. Geometry optimizations were performed using a Γ-centered k-point mesh of 2 × 2 × 1 for Brillouin zone sampling. The plane-wave energy cutoff was set to 400 eV, with convergence thresholds of 10−4 eV for total energy and 0.02 eV Å−1 for atomic forces.

The adsorption energies (Eads) of the key intermediates involved in the catalytic conversion of LA to GVL on the Ru(002) surface were calculated using the following equation: Eads = ERu(002)+substrate − (ERu(002) + Esubstrate), ERu(002)+substrate is the total energy of the Ru(002)–substrate (LA, HPA, or GVL) system, ERu(002) denotes the energy of the clean Ru(002) surface, and Esubstrate represents the energy of the isolated LA, HPA, or GVL molecule in the gas phase.

Results and discussion

Fig. 3 illustrates the synthetic route for HMOP@TA and Ru/HCs. First, HMOP was prepared using silica nanospheres as templates.21 In the presence of silica spheres, the Sonogashira coupling of 1 eq. tetra(4-ethynylphenyl)methane with 2 eq. 1,4-diiodobenzene yielded MOP-coated silica spheres (SiO2@MOP). Subsequent etching of inner silica with aqueous HF solution resulted in HMOP.28 Treatment of HMOP with TA in a mixture of water and ethanol led to the formation of a TA coating on the HMOP materials via intermolecular hydrogen bonding between galloyl groups.
image file: d5ta09104g-f3.tif
Fig. 3 Synthetic scheme of Ru nanoparticles supported on hollow carbon spheres (Ru/HCs).

The reaction of HMOP@TA with RuCl3 in ethyl acetate facilitated the incorporation of Ru through coordination with polar phenolic groups, producing HMOP@TA–Ru. Thermolysis of HMOP@TA–Ru under an argon atmosphere generated Ru/HCs. By keeping the amount of HMOP@TA templates constant, the loading of RuCl3 precursor was systematically varied from 24 µmol to 48 and 192 µmol, resulting in a series of catalysts denoted as Ru/HC-1, Ru/HC-2, and Ru/HC-3, respectively. For comparison, C–Ru materials were prepared using the same synthetic procedure as Ru/HC-3, but employing HMOP instead of HMOP@TA.

The morphologies and sizes of the materials were analyzed by TEM (Fig. 4). Compared to the inner dark contrast of silica nanospheres, HMOP exhibited a hollow structure with a brighter inner contrast (Fig. 4a and b). The diameter and shell thickness of HMOP were determined to be 213 ± 9 nm and 18 ± 2 nm, respectively (Fig. 4b). Upon incorporation of TA into the micropores of the HMOP shells, the resultant HMOP@TA showed a slightly increased diameter of 220 ± 11 nm and a shell thickness of 23 ± 2 nm (Fig. 4c).


image file: d5ta09104g-f4.tif
Fig. 4 TEM images of (a) SiO2 nanospheres, (b) HMOP, (c) HMOP@TA, (d) Ru/HC-1, (e) Ru/HC-2, and (f and g) Ru/HC-3. (h) HR-TEM image of Ru/HC-3.

Ru/HC-1–3 retained the original hollow structures of the HMOP@TA templates (Fig. 4d–f). The diameters of Ru/HC-1, Ru/HC-2, and Ru/HC-3 gradually increased from 199 ± 11 nm to 208 ± 9 nm and 216 ± 10 nm, respectively, with corresponding shell thicknesses increasing from 19 ± 1 nm to 21 ± 1 nm and 24 ± 2 nm.

Magnified TEM images of Ru/HC-1–3 revealed a homogeneous distribution of Ru nanoparticles on the hollow carbon spheres (Fig. 4g, h and S1 in the SI). For Ru/HC-1 and Ru/HC-2, very small Ru nanoparticles were uniformly dispersed over the hollow carbon supports (Fig. S1 in the SI). Interestingly, in Ru/HC-3, the Ru nanoparticles were closely packed, and the surface was almost completely covered with Ru nanoparticles (Fig. 4g). In contrast, TEM analysis of C–Ru, prepared without TA modification, showed a mixture of Ru aggregates and hollow carbon materials (Fig. S2 in the SI), indicating that TA on the surface of HMOP is critical for the efficient incorporation and uniform distribution of Ru ions.

HR-TEM analysis of Ru nanoparticles in Ru/HC-1–3 primarily revealed the (002) and (101) crystalline planes of hexagonal close-packed (hcp) metallic Ru (JCPDS #65-7645) with interplanar spacing distances of 0.213–0.218 and 0.202–0.206 nm, respectively (Fig. 4h and S3 in the SI).10a In addition, a minor contribution from the (100) plane was also observed, with interplanar distances of 0.232–0.234 nm (Fig. S3 in the SI). EDS-based elemental mapping studies of Ru/HC-3 revealed the distributions of Ru and C elements in the outer and inner parts of materials, respectively, indicating the successful loading of Ru on the HC materials (Fig. S4 in the SI).

The surface area and porosity of HMOP and HMOP@TA were evaluated by N2 adsorption–desorption measurements. Both materials showed IUPAC type-I isotherms, indicating their microporous nature. HMOP exhibited a BET theory-based surface area (SBET) of 544 m2 g−1 and a micropore volume (Vm) of 0.13 cm3 g−1, whereas HMOP@TA showed a significantly reduced SBET of 415 m2 g−1 and Vm of 0.10 cm3 g−1, indicating the successful incorporation of TA into the micropores of HMOP (Fig. 5a and Table S2 in the SI).


image file: d5ta09104g-f5.tif
Fig. 5 (a) N2 adsorption–desorption isotherm curves of HMOP and HMOP@TA measured at 77 K (inset: pore size distribution diagrams based on the NL-DFT method). (b) Water contact angles of the pellets of HMOP, HMOP@TA, and TA. (c) Solid state 13C NMR spectra of HMOP, HMOP@TA, and TA. (d) IR spectra of HMOP, TA, HMOP@TA, and Ru/HC-1–3. (e) PXRD patterns of HMOP, HMOP@TA, and Ru/HC-1–3.

To investigate the chemical properties of HMOP after TA treatment, WCAs were measured (Fig. 5b). HMOP exhibited a WCA of 132°, indicating a hydrophobic surface, whereas HMOP@TA showed a significantly reduced WCA of 60°, suggesting a change from hydrophobic to hydrophilic behavior. Furthermore, a water droplet was rapidly absorbed into HMOP@TA, with the WCA decreasing from 60° to 37° within 2 s, whereas absorption in HMOP was much slower (Fig. 5b). As a control, a TA pellet exhibited a WCA of 47°, which did not change significantly over 2 s. The facilitated water adsorption in HMOP@TA can be attributed to its hollow structure combined with the hydrophilic TA coating. These results suggest that an aqueous RuCl3 precursor solution can be efficiently adsorbed into HMOP@TA.

The chemical structures of HMOP and HMOP@TA were characterized by solid-state 13C NMR and IR spectroscopy. The 13C NMR spectrum of HMOP exhibited peaks at 65, 92, and 122–146 ppm, corresponding to benzylic carbons, internal alkynes, and aromatic carbons, respectively, confirming the formation of MOP networks via the coupling of the organic building blocks used in the synthesis (Fig. 5c). In comparison, HMOP@TA displayed three additional peaks at 74, 111, and 166 ppm, attributable to aliphatic carbons in glucose moieties, aromatic carbons in galloyl groups, and carbonyl carbons of TA, respectively (Fig. 5c).29

The IR spectrum of HMOP showed characteristic vibration peaks at 1509 and 824 cm−1, corresponding to aromatic C[double bond, length as m-dash]C and C–H vibrations, respectively (Fig. 5d).30 For HMOP@TA, additional peaks appeared at 1718 (C[double bond, length as m-dash]O), 1616 (C[double bond, length as m-dash]O), 1324 (C–O), and 1200 (C–O) cm−1, assigned to vibrations of TA.31 In contrast, the IR spectra of Ru/HC-1–3 exhibited peaks at 1610 and 1109 cm−1, corresponding to graphitic C[double bond, length as m-dash]C and defective C–O vibrations of carbon materials, respectively (Fig. 5d).10a

PXRD studies indicated that both HMOP and HMOP@TA are amorphous, matching the amorphous features of the Sonogashira coupling-based MOP and TA powders reported in the literature.32,33 In contrast, Ru/HC-3 exhibited diffraction peaks at 2θ of 38.4, 42.2, 44.1, 58.4, 69.5, and 78.5°, corresponding to the (100), (002), (101), (102), (110), and (103) planes of metallic Ru (JCPDS #65-7645) (Fig. 5e). These PXRD peaks were significantly broadened in Ru/HC-1 and Ru/HC-2, suggesting that the Ru nanoparticles in these samples are smaller than those in Ru/HC-3.

The physical and chemical properties of Ru/HC-1–3 were further characterized by various analytical techniques (Fig. 6). First, by N2 adsorption–desorption studies, the SBET of Ru/HC-1, Ru/HC-2, and Ru/HC-3 were measured to be 407, 351, and 243 m2 g−1, respectively, with corresponding Vm of 0.11, 0.10, and 0.068 cm3 g−1 (Fig. 6a, S5, and Table S2 in the SI). In addition, the total pore volumes (Vt) of Ru/HC-1, Ru/HC-2, and Ru/HC-3 were measured to be 0.25, 0.21, and 0.15 cm3 g−1, respectively. The gradual decrease in the surface areas and pore volumes for Ru/HC-2 and Ru/HC-3, compared to those of Ru/HC-1, can be attributed to the higher Ru contents in these materials. Combustion elemental analysis indicated that with increasing of Ru contents, the total contents of C, N, O, and H in Ru/HC-1, Ru/HC-2, and Ru/HC-3 gradually decreased to be 76.0, 65.6, and 41.6 wt%, respectively. TGA in air indicated 28.5, 44.5, and 68.0 wt% residues for Ru/HC-1, Ru/HC-2, and Ru/HC-3, respectively, corresponding to 21.6, 33.8, and 51.6 wt% Ru (Fig. 6b). It is noteworthy that metallic Ru is poorly soluble in aqua regia,22 and thus, TGA in air has been used for quantitative analysis of Ru in carbon materials.23 By HR-TEM analysis, the average sizes of Ru nanoparticles in Ru/HC-1, Ru/HC-2, and Ru/HC-3 were statistically measured to be 1.99 ± 0.43, 2.42 ± 0.45, and 4.53 ± 0.53 nm, respectively (Fig. 6c).


image file: d5ta09104g-f6.tif
Fig. 6 (a) N2 adsorption–desorption isotherm curves measured at 77 K, (b) TGA curves under air, (c) size distribution diagrams of Ru nanoparticles, and (d) XPS Ru 3p orbital peaks of Ru/HC-1–3.

The chemical environments of Ru in Ru/HC-1–3 were further investigated by XPS studies. The Ru 3p1/2 and 3p3/2 orbital peaks of Ru/HC-1–3 were observed at 484.4–484.5 and 462.0–462.2 eV, respectively, consisting of metallic Ru(0) and surface Ru(IV) species (Fig. 6d).9a As the Ru nanoparticle size increased, the ratio of Ru(IV) to Ru(0) decreased from 0.35[thin space (1/6-em)]:[thin space (1/6-em)]1 (Ru/HC-1) to 0.30[thin space (1/6-em)]:[thin space (1/6-em)]1 (Ru/HC-2) and 0.23[thin space (1/6-em)]:[thin space (1/6-em)]1 (Ru/HC-3), indicating that the relative portion of surface RuOx to metallic Ru diminished with increasing particle size (Fig. 6d and S6 in the SI).9a

Next, we studied the catalytic performance of Ru/HC-1–3 for the conversion of LA to GVL under mild conditions (100 °C, 5 bar H2). Table 1 and Fig. 7 and S7, S8 in the SI summarize the results. In the absence of a catalyst, no conversion of LA to GVL was observed at 100 °C under 5 bar H2 (entry 1 in the Table 1). Using Ru/HC-1 (0.25 mol% Ru relative to LA), the conversion of LA gradually increased with reaction time: 3, 7, 11, and 16% after 0.5, 1, 2, and 3 h, respectively, while corresponding GVL yields were 2, 5, 9, and 14% at 100 °C under 5 bar H2 (entries 2–5 in the Table 1). Ru/HC-2 (0.25 mol% Ru relatively to LA) showed higher activity, with LA conversions of 13, 28, 45, and 57% and GVL yields of 10, 25, 42, and 53% after 0.5, 1, 2, and 3 h, respectively (entries 6–9 in the Table 1).

Table 1 Conversion of LA to GVL catalyzed by Ru/HC-1 (Ru1), Ru/HC-2 (Ru2), Ru/HC-3 (Ru3), and control Ru/C (C–Ru)a

image file: d5ta09104g-u1.tif

Entry Cat. PH2 (bar) T (°C) Time (h) Conv.b (%) GVLc (%) HPAc (%)
a Reaction conditions: LA (2.0 mmol), catalyst (0.25 mol% Ru relative to LA, 2.14 mmol Ru per g in Ru1, 3.34 mmol Ru per g in Ru2, 5.11 mmol Ru per g in Ru3, 4.94 mmol Ru per g in C–Ru), H2O (2 mL).b Conversion yields of LA.c Yields of GVL and HPA (maleic acid was used as an internal standard and the isolated yield is given in parenthesis).d The catalyst recovered from entry 12 was used.e The catalyst recovered from entry 22 was used.f The catalyst recovered from entry 23 was used.g The catalyst recovered from entry 24 was used.
1 5 100 2 0 0 0
2 Ru1 5 100 0.5 3 2 1
3 Ru1 5 100 1 7 5 2
4 Ru1 5 100 2 11 9 2
5 Ru1 5 100 3 16 14 2
6 Ru2 5 100 0.5 13 10 3
7 Ru2 5 100 1 28 25 3
8 Ru2 5 100 2 45 42 3
9 Ru2 5 100 3 57 53 4
10 Ru3 5 100 0.5 55 38 17
11 Ru3 5 100 1 80 67 13
12 Ru3 5 100 2 100 94 (91) 6
13 Ru3 5 100 3 100 94 6
14 Ru3 5 80 2 63 46 17
15 Ru3 5 60 2 44 32 12
16 Ru3 3 100 2 71 66 5
17 Ru3 1 100 2 2 2 0
18 C–Ru 5 100 0.5 25 21 4
19 C–Ru 5 100 1 40 35 5
20 C–Ru 5 100 2 40 37 3
21 C–Ru 5 100 3 40 37 3
22d Ru3 5 100 2 100 92 8
23e Ru3 5 100 2 100 91 9
24f Ru3 5 100 2 100 92 8
25g Ru3 5 100 2 100 93 7



image file: d5ta09104g-f7.tif
Fig. 7 (a) Ru-catalyzed reaction pathways for the conversion of LA to GVL. (b) DFT-calculated energy profiles of intermediate structures, reactants, and products in the reaction pathways and DFT-optimized structures of key reaction intermediates: LAH* + H*, HPA*, and GVL* + OH* + H*.

In comparison, Ru/HC-3 (0.25 mol% Ru relative to LA) exhibited excellent catalytic performance for the conversion of LA to GVL. With increasing reaction time from 0.5 to 1 and 2 h, LA conversions increased from 55 to 80 and 100% and the corresponding GVL yields increased from 38 to 67 and 94% at 100 °C under 5 bar H2 (entries 10–12 in the Table 1). Interestingly, 4-hydroxypentanoic acid (HPA) was formed with a yield of 17% after 0.5 h, which gradually decreased to 13 and 6% after 1 and 2 h. Extending the reaction time to 3 h did not significantly change the yields of GVL or HPA (entry 13 in the Table 1).

When the reaction temperature was decreased to 80 and 60 °C, LA conversions dropped to 63 and 44%, with GVL yields of 46 and 32%, respectively (entries 14 and 15 in the Table 1). Similarly, lowering the H2 pressure to 3 and 1 bar reduced LA conversions to 71 and 2%, respectively, with GVL yields of 66 and 2% (entries 16 and 17 in the Table 1). Based on these results, the optimal catalytic system was determined to be Ru/HC-3 (0.25 mol% Ru relative to LA) at 100 °C and 5 bar H2 for 2 h, yielding an isolated GVL of 91% (entry 12 in the Table 1; Fig. S8 in the SI).

Compared to Ru/HC-3, the control catalyst C–Ru (0.25 mol% Ru relative to LA), prepared using HMOP templates without TA coating, exhibited poor catalytic performance (Fig. S2 in the SI; entries 18–21, Table 1). The Ru nanoparticles in C–Ru displayed a broad and uncontrolled size distribution, with an average size of 6.70 ± 4.24 nm (Fig. S2 in the SI). Although the Ru content (49.9 wt%) and SBET (273 m2 g−1) of C–Ru were comparable to those of Ru/HC-3, its catalytic activity was significantly lower. With C–Ru, increasing the reaction time from 0.5 to 1 h increased the LA conversion from 25 to 40% and the GVL yield from 21 to 35%. However, further extension of the reaction time to 2 and 3 h did not enhance the conversion. The poor performance of C–Ru is attributed to the uncontrolled aggregation of Ru nanoparticles.

The reaction pathways for the conversion of LA to GVL catalyzed by Ru/HC-3 are proposed in Fig. 7a.8,9 Under the reductive conditions of H2, the RuOx surface species of Ru nanoparticles can be reduced to zerovalent metallic Ru. H2 reacts with the zerovalent Ru to form Ru-hydride species in a LA* + 2H* intermediate via the conventional oxidative addition. After coordination of LA to the Ru surface, the hydride attacks the carbonyl group of LA through migratory insertion to form a LAH* + H* intermediate. The resulting alkoxy species of the LAH* subsequently attacks the carboxylic acid group, leading to OH elimination and the formation of a GVL* + OH* + H* intermediate, as illustrated in sequential pathway A in Fig. 7a. During this process, the hydride and hydroxo ligands generate water through reductive elimination.

Alternatively, the reductive elimination of alkoxy and hydride ligands of the LAH* + H* intermediate structure can produce a HPA* intermediate. Conversion of HPA to GVL proceeds via oxidative addition of the OH group of HPA to form alkoxy and hydride ligands, as indicated in stepwise pathway B.

To gain mechanistic insight into the sequential pathway A and the stepwise pathway B involving the formation of HPA during the conversion of LA to GVL, density functional theory (DFT) calculations were conducted using the Vienna Ab initio Simulation Package (VASP)25 (Fig. 7b, S9, S10, and Table S3 in the SI). The Ru(002) surface was modeled by optimizing the Ru unit cell, which yielded lattice parameters of a = b = 2.71 Å, consistent with reported values.34 The reaction of LA and H2 on the Ru(002) surface yielded sequential intermediates, image file: d5ta09104g-t1.tif, LA* + 2H*, and LAH* + H*, with energy stabilizations of −1.40, −2.91, and −3.03 eV, respectively, relative to LA(g) + H2(g) substrates. The substantial stabilization observed for LAH* + H* suggests that the initial hydrogenation step on the Ru(002) surface is thermodynamically favorable and effectively promotes the conversion of LA. The formation of the HPA* intermediate requires an additional energy of +0.79 eV, whereas the conversion to the GVL* + OH* + H* intermediate occurs with a comparatively lower energy of +0.28 eV. The following step, leading to the formation of GVL* + H2O* from GVL* + OH* + H*, involves only a small energy of +0.15 eV, indicating facile water formation and product stabilization. These energy profiles clearly indicate that the sequential path A is more favorable than the stepwise path B, and that HPA likely serves as a transient yet significant surface-bound intermediate. This HPA intermediate exhibits a strong interaction with the Ru(002) surface, showing a stabilization energy of −2.24 eV relative to LA(g) + H2(g). This close interaction enables the hydroxyl group of HPA to undergo oxidative addition with surface Ru atoms, regenerating the LAH* + H* intermediate with an energy gain of −0.79 eV.

The binding energies of LA, HPA, and GVL were calculated to be −1.30, −1.39, and −1.24 eV, respectively, indicating that both LA and HPA interact strongly with the Ru(002) surface, promoting efficient surface reactions, while the weaker binding of GVL facilitates its desorption and completes the catalytic cycle. These results further support the proposed mechanism, confirming that the Ru(002) surface effectively stabilizes key intermediates and promotes the sequential conversion pathway from LA to GVL through the formation of HPA as a reactive intermediate.

To understand the excellent catalytic performance of Ru/HC-3 under mild conditions, compared to those of Ru/HC-1–2, TPR studies were conducted under H2 (Fig. 8a). Interestingly, as the Ru loading increased from Ru/HC-1 to Ru/HC-2 and Ru/HC-3, the first reduction temperature in the H2-TPR profiles gradually decreased from 94–118 °C to 91 and 80 °C, respectively. It has been well reported that the surface of Ru nanoparticles is partially oxidized to form RuOx species upon air exposure and that the first reduction peaks correspond to the reduction of these surface RuOx species.35 The reduction of surface RuOx species by H2 gas proceeds by oxidative addition of H2, followed by the generation of water (Fig. 8c).35 In comparison, the second reduction peaks of Ru/HC-1, Ru/HC-2, and Ru/HC-3 were observed at higher temperatures of 174, 150, and 163 °C, respectively, corresponding to the reduction of RuOx species located at the carbon–Ru interface (Fig. 8a and c).35 H2-TPD profiles of Ru/HC-1–3 showed desorption temperatures of 687, 672, and 674 °C, respectively (Fig. 8b). These results indicate that Ru/HC-1–3 interact efficiently with H2 and that the predominant surface RuOx species of Ru/HC-3 (Ru–O–Ru[thin space (1/6-em)]:[thin space (1/6-em)]Ru–O–X = 1[thin space (1/6-em)]:[thin space (1/6-em)]0.65 based on the XPS analysis of O 1s orbital peaks, X = H or C) can be efficiently reduced to zerovalent Ru under mild temperature condition (80 °C), generating catalytically active Ru species (Fig. 8d and S6 in the SI). In comparison, the major RuOx–carbon interface species of Ru/HC-1 (Ru–O–Ru[thin space (1/6-em)]:[thin space (1/6-em)]Ru–O–X = 1[thin space (1/6-em)]:[thin space (1/6-em)]7.35 based on the XPS analysis of O 1s orbital peaks, X = H or C) are hardly reducible at temperature of 100 °C (Fig. 8d and S6 in the SI), which can account for the superior catalytic performance of Ru/HC-3, compared to Ru/HC-1–2, under mild reaction conditions.


image file: d5ta09104g-f8.tif
Fig. 8 (a) H2-TPR and (b) H2-TPD profiles of Ru/HC-1–3. (c) H2-induced reduction processes of RuOx species on the surface and at the interface with carbon supports. (d) Comparative illustration of the surface RuOx species and the RuOx–support interfaces in the Ru/HC-1–3.

The recyclability of Ru/HC-3 as a heterogeneous catalyst was evaluated for the conversion of LA to GVL (Fig. 9). Under the optimized reaction conditions (0.25 mol% Ru relative to LA, 5 bar H2, 100 °C, 2 h), Ru/HC-3 exhibited excellent recyclability, maintaining complete LA conversion and GVL yields of 91–94% over five successive runs (Fig. 9a and S11 in the SI; entries 12 and 22–25 in the Table 1). When Ru/HC-3 was removed from the reaction mixture by filtration after 0.5 h, the reaction actually ceased at 55–56% conversions of LA during the next 1.5 h, confirming the heterogeneous nature of the catalytic system (Fig. 9b). Homogeneous Ru species in the reaction mixture were not detected by ICP-AES analysis, indicating that Ru was not leached from Ru/HC-3.


image file: d5ta09104g-f9.tif
Fig. 9 (a) Recyclability of Ru/HC-3 for the conversion of LA to GVL (reaction conditions: 0.25 mol% Ru, 2.0 mmol LA, 5 bar H2, 2 mL H2O, 100 °C, 2 h). (b) Filtration test of Ru/HC-3 during the reaction (catalyst removed after 0.5 h). TEM images of Ru/HC-3 (c) before and (d and e) after five successive runs. (f) PXRD patterns and (g) XPS Ru 3p spectra of Ru/HC-3 before and after five successive reactions.

TEM analysis of Ru/HC-3 recovered after five successive recycle runs showed complete retention of the original nanoparticulate feature of Ru materials and the hollow morphology of carbon spheres (Fig. 9c–e). PXRD and IR analysis of the recovered catalyst confirmed the preservation of the original metallic Ru phase and chemical structure of Ru/HC-3 (Fig. 9f and S12 in the SI). XPS studies of the Ru 3p1/2 and 3p3/2 orbitals revealed a decrease in the Ru(IV)[thin space (1/6-em)]:[thin space (1/6-em)]Ru(0) ratio from the original 0.23[thin space (1/6-em)]:[thin space (1/6-em)]1 to 0.11[thin space (1/6-em)]:[thin space (1/6-em)]1 (Fig. 9g and S13 in the SI), which is attributed to the reductive environment of H2 and the partial reduction of surface RuOx species.36 Analysis of the Ru content in the recovered Ru/HC-3 indicated only a slight decrease from the original 51.6 wt% to 48.1 wt%, possibly due to the entrapment of organic residues within the micropores.

The catalytic performance of Ru/HC-3 was compared with those of Ru-based heterogeneous catalysts reported in the literature (Table S1 in the SI).8–10 Various Ru-based catalysts have been developed for the conversion of LA to GVL, typically containing 0.37–5 wt% Ru loaded on solid supports such as carbons, SiO2, Al2O3, TiO2, and ZrO2.8,9 These catalysts generally operate with 0.25–2.8 mol% Ru for LA at high temperatures (120–190 °C) and high H2 pressures (35–50 bar).8,9 For example, Corma and coworkers reported 0.6 wt% Ru/TiO2, which achieved a 93% GVL yield with 0.4 mol% Ru for LA after 5 h at 150 °C under 35 bar H2, corresponding to a TON of 232.5 and a TOF of 46.6 h−1.8a Lu and coworkers employed Ru nanoparticles confined within hollow carbon spheres, obtaining a 92.74% GVL yield after 4 h at 180 °C under 40 bar H2, with a TON of 545.5 and a TOF of 136.4 h−1.8b Recently, Chen and coworkers reported 4.8 wt% Ru/Al2O3, which provided an 88.9% GVL yield with 1.84 mol% Ru for LA after 4 h at 190 °C under 50 bar H2, corresponding to a TON of 48.3 and a TOF of 12.1 h−1.8c For the production of GVL under H2 pressure free conditions, alternative hydrogen sources such as isopropanol or formic acid have been employed in Ru-based catalytic systems.10 However, these systems typically require 1–2.8 mol% Ru for LA and elevated temperatures (120–150 °C), resulting in relatively low TONs (33–99) and TOFs (11–66 h−1).10

In this context, the catalytic performance of Ru/HC-3 (0.25 mol% Ru for LA) is highly promising, achieving a TON of 376 and a TOF of 188 h−1 for the conversion of LA to GVL at 100 °C under 5 bar H2. The compact nanoparticulate structure of Ru on hollow carbon supports likely enhances substrate interactions and facilitates the tandem conversion of LA to GVL, owing to the high density of active sites on the catalyst surface. In addition, the excellent catalytic performance of Ru/HC-3 under mild conditions is attributable to the facile reduction of surface RuOx species at the mild temperature of 80 °C. While the TPR temperatures of surface RuOx species in the Ru-based catalysts have typically been reported in the range of 95–250 °C (Table S4 in the SI),8c,35,37 it is noteworthy that Ru/HC-3 exhibited an unusually low TPR temperature of 80 °C.

Conclusions

This work shows the development of Ru/HC-based efficient heterogeneous catalysts for the conversion of LA to GVL under mild conditions. TA-coated HMOP was employed as a template for the fabrication of Ru/HC catalysts. With the aid of TA networks, well-controlled Ru/HC catalysts with high Ru loadings (up to 51.6 wt%) and compact nanoparticulate structures were obtained. The optimized Ru/HC-3 (0.25 mol% Ru relative to LA) achieved complete conversion of LA with a 94% yield of GVL in 2 h at 100 °C under 5 bar H2, corresponding to a TON of 376 and a TOF of 188 h−1. The excellent catalytic performance of Ru/HC-3 in the conversion of LA and HPA intermediate to GVL under ambient conditions, compared with Ru/HC-1–2, is attributable to the facile reduction of the surface RuOx species. We believe that the synthetic strategy of this work could be extended to load other metals onto hollow carbon supports for various biomass conversion reactions.

Author contributions

S. U. Son and J. Y. Lee: conceptualization, supervision, writing – original draft, and review and editing. Y. S. Kong, R. Parida, Y. K. Kim and H. S. Kim: investigation and formal analysis.

Conflicts of interest

There are no conflicts to declare.

Data availability

The data supporting this article have been included as part of the supplementary information (SI). Supplementary information: additional TEM, HR-TEM, EDS-mapping images, additional characterization data of C–Ru, Ru/HC-1–3, and recovered Ru/HC-3, NMR spectra of reaction mixtures and an isolated GVL, additional DFT calculation results, and catalytic performance comparison table. See DOI: https://doi.org/10.1039/d5ta09104g.

Acknowledgements

This work was supported by the Carbon Upcycling Project for Platform Chemicals (no. RS-2022-NR068679) and by the National Research Foundation of Korea (NRF) grants (no. RS-2023-00208797) funded by the Korea government (MSIT).

References

  1. K. Lee, Y. Jing, Y. Wang and N. Yan, Nat. Rev. Chem., 2022, 6, 635–652 Search PubMed.
  2. A. D. Dwivedi, B. Priya, R. Chinthala, D. S. Pandey and S. K. Singh, Tetrahedron Green Chem, 2023, 1, 100008 CrossRef.
  3. (a) F. J. A. G. Coumans, Z. Overchenko, J. J. Wiesfeld, N. Kosinov, K. Nakajima and E. J. M. Hensen, ACS Sustainable Chem. Eng., 2022, 10, 3116–3130 Search PubMed; (b) L. Huai, J. Zhang and W. A. Goddard III, J. Am. Chem. Soc., 2024, 146, 31251–31263 Search PubMed; (c) R. Guo, Y. Zeng, L. Lin, D. Hu, C. Lu, S. Conroy, S. Zhang, C. Zeng, H. Luo, Z. Jiang, X. Zhang, X. Tu and K. Yan, Angew. Chem., Int. Ed., 2025, 64, e202418234 CrossRef CAS.
  4. E. M. El-Fawal, A. M. A. El-Naggar, A. A. El-Zahhar, M. M. Alghandi, A. S. Morshedy, H. A. El-Sayed and A. S. M. E. Mohammed, RSC Adv., 2025, 15, 11942–11974 RSC.
  5. H. Xia, S. Xu, H. Hu, J. An and C. Li, RSC Adv., 2018, 8, 30875–30886 Search PubMed.
  6. M. Sajid, U. Farooq, G. Bary, M. M. Azim and X. Zhao, Green Chem., 2021, 23, 9198–9238 RSC.
  7. W.-P. Xu, X.-F. Chen, H.-J. Guo, H.-L. Li, H.-R. Zhang, L. Xiong and X.-D. Chen, J. Chem. Technol. Biotechnol., 2021, 96, 3009–3024 CrossRef CAS.
  8. (a) A. Primo, P. Concepcion and A. Corma, Chem. Commun., 2011, 47, 3613–3615 RSC; (b) Z. Yu, N. Ji, J. Xiong, X. Li, R. Zhang, L. Zhang and X. Lu, Angew. Chem., Int. Ed., 2021, 60, 20786–20794 CrossRef CAS PubMed; (c) Y. Liu, C. Gu, L. Chen, W. Zhou, Y. Liao, C. Wang and L. Ma, ACS Appl. Mater. Interfaces, 2023, 15, 4184–4193 CrossRef CAS.
  9. (a) Z. Wei, J. Lou, C. Su, D. Guo, Y. Liu and S. Deng, ChemSusChem, 2017, 10, 1720–1732 Search PubMed; (b) A. S. Piskun, J. E. de Haan, E. Wilbers, H. H. Van de Bovenkamp, Z. Tang and H. J. Heeres, ACS Sustainable Chem. Eng., 2016, 4, 2939–2950 Search PubMed; (c) M. Nemanashi, J.-H. Noh and R. Meijboom, Appl. Catal., A, 2018, 550, 77–89 Search PubMed; (d) H. C. Genuino, H. H. van de Bovenkamp, E. Wilbers, J. G. M. Winkelman, A. Goryachev, J. P. Hofmann, E. J. M. Hensen, B. M. Weckhuysen, P. C. A. Bruijnincx and H. J. Heeres, ACS Sustainable Chem. Eng., 2020, 8, 5903–5919 CrossRef CAS.
  10. (a) C. V. Nguyen, A. H. N. Duong and N. D. Q. Chau, ChemistrySelect, 2024, 9, e202403391 CrossRef; (b) T. T. Nguyen, D. D. V. Ngoc, H. T. Lai, A. T. T. Pham, B. M. Matsagar, K. C.-W. Wu and C. V. Nguyen, ChemCatChem, 2025, 17, e202500271 CrossRef CAS; (c) E. V. Sanchez, J. F. J. Tzompantzi-Morales, L. Ortiz-Frade, M. Esparza-Schulz, R. Ojeda-Lopez, R. Perez-Hernandez, A. Gutierrez-Carrillo, L. Huerta, V. H. Lara, L. Lomas-Romero and L. Gonzalez-Sebastian, Dalton Trans., 2025, 54, 4201–4212 RSC.
  11. (a) S. Mondal, S. Ruidas, S. Chongdar, B. Saha and A. Bhaumik, ACS Sustainable Chem. Eng., 2024, 1, 1672–1704 CAS; (b) L. Lin, X. Han, B. Han and S. Yang, Chem. Soc. Rev., 2021, 50, 11270–11292 RSC.
  12. Y. Liu, J. Goebl and Y. Yin, Chem. Soc. Rev., 2013, 42, 2610–2653 Search PubMed.
  13. G. Prieto, H. Tuysuz, N. Duychaerts, J. Knossalla, G. H. Wang and F. Schuth, Chem. Rev., 2016, 116, 14056–14119 CrossRef CAS PubMed.
  14. J.-S. M. Lee and A. I. Cooper, Chem. Rev., 2020, 120, 2171–2214 Search PubMed.
  15. H. S. Lee, J. Choi, J. Jin, J. Chun, S. M. Lee, H. J. Kim and S. U. Son, Chem. Commun., 2012, 48, 94–96 Search PubMed.
  16. K. Cho, C. W. Kang, S. H. Ryu, J. Y. Jang and S. U. Son, J. Mater. Chem. A, 2022, 10, 6950–6964 Search PubMed.
  17. N. Kang, J. H. Park, J. Choi, J. Jin, J. Chun, I. G. Jung, J. Jeong, J.-G. Park, S. M. Lee, H. J. Kim and S. U. Son, Angew. Chem., Int. Ed., 2012, 51, 6626–6630 CrossRef CAS PubMed.
  18. M. Hosseini, L. Moghaddam, L. Barner, S. Cometta, D. W. Hutmacher and F. M. Savi, Prog. Polym. Sci., 2025, 160, 101908 Search PubMed.
  19. C. Chen, H. Yang, X. Yang and Q. Ma, RSC Adv., 2022, 12, 7689–7711 RSC.
  20. (a) H. Ejima, J. J. Richardson, K. Liang, J. P. Best, M. P. van Koeverden, G. K. Such, J. Cui and F. Caruso, Science, 2013, 341, 154–157 CrossRef CAS PubMed; (b) J. Guo, Y. Ping, H. Ejima, K. Alt, M. Meissner, J. J. Richardson, Y. Yan, K. Peter, D. von Elverfeldt, C. E. Hagemeyer and F. Caruso, Angew. Chem., Int. Ed., 2014, 53, 5546–5551 Search PubMed; (c) T. Liu, M. Zhang, W. Liu, X. Zeng, X. Song, X. Yang, X. Zhang and J. Feng, ACS Nano, 2018, 12, 3917–3927 Search PubMed.
  21. W. Stober, A. Fink and E. Bohn, J. Colloid Interface Sci., 1968, 26, 62–69 Search PubMed.
  22. (a) L. Sandig-Predzymirska, T. V. Barreiros, A. Weigelt, S. Pitscheider, C. M. Pedersen, C. Kallesoe, A. Thiere, M. Stelter and A. Charitos, J. Sustain. Metall., 2025, 11, 145–159 Search PubMed; (b) J.-C. Zhang, B.-H. Ge, T.-F. Liu, Y.-Z. Yang, B. Li and W.-Z. Li, ACS Catal., 2020, 10, 783–791 Search PubMed.
  23. D. H. Kweon, M. S. Okyay, S.-J. Kim, J.-P. Jeon, H.-J. Noh, N. Park, J. Mahmood and J.-B. Baek, Nat. Commun., 2020, 11, 1278 CrossRef CAS PubMed.
  24. T. Mitsudome, A. Noujima, T. Mizugaki, K. Jisukawa and K. Kaneda, Green Chem., 2009, 11, 793–797 RSC.
  25. G. Kresse and D. Joubert, Phys. Rev. B: Condens. Matter Mater. Phys., 1999, 59, 1758–1775 CrossRef CAS.
  26. P. E. Blöchl, Phys. Rev. B: Condens. Matter Mater. Phys., 1994, 50, 17953–17979 CrossRef PubMed.
  27. S. Grimme, J. Antony, S. Ehrlich and H. Krieg, J. Chem. Phys., 2010, 132, 154104 Search PubMed.
  28. N. Kang, J. H. Park, M. Jin, N. Park, S. M. Lee, H. J. Kim, J. M. Kim and S. U. Son, J. Am. Chem. Soc., 2013, 135, 19115–19118 Search PubMed.
  29. C. Chen, X. Yang, S.-J. Li, C. Zhang, Y.-N. Ma, Y.-X. Ma, P. Gao, S.-Z. Gao and X.-J. Huang, Green Chem., 2021, 23, 1794–1804 RSC.
  30. Y. K. Kim, S. L. Park, J. D. Lee and S. U. Son, J. Mater. Chem. A, 2024, 12, 31825–31832 Search PubMed.
  31. Y. Fang, J. Tan, H. Choi, S. Lim and D.-H. Kim, Sens. Actuators, B, 2018, 259, 155–161 CrossRef CAS.
  32. J.-X. Jiang, F. Su, A. Trewin, C. D. Wood, N. L. Campbell, H. Niu, C. Dickinson, A. Y. Ganin, M. J. Rossinsky, Y. Z. Khimyak and A. I. Cooper, Angew. Chem., Int. Ed., 2007, 46, 8574–8578 Search PubMed.
  33. Z. Liu, H. Fan, W. Li, G. Bai, X. Li, N. Zhao, J. Xu, F. Zhou, X. Guo, B. Dai, E. Benassi and X. Jia, Nanoscale, 2019, 11, 4751–4758 Search PubMed.
  34. C. Song, O. Sakata, L. S. R. Kumara, S. Kohara, A. Yang, K. Kusada, H. Kobayashi and H. Kitagawa, Sci. Rep., 2016, 6, 31400 CrossRef CAS PubMed.
  35. M. Chen, L. Liu, X. Chen, X. Qin, J. Zhang, S. Xie, F. Liu, H. He and C. Zhang, Nat. Commun., 2024, 15, 9478 CrossRef CAS PubMed.
  36. Y. Dang, T. Wu, H. Tan, J. Wang, C. Cui, P. Kerns, W. Zhao, L. Posada, L. Wen and S. L. Suib, Energy Environ. Sci., 2021, 14, 5433–5443 RSC.
  37. (a) Q. Lin, X. Y. Liu, Y. Jiang, Y. Wang, Y. Huang and T. Zhang, Catal. Sci. Technol., 2014, 4, 2058–2063 Search PubMed; (b) Z. Yang, D. Li, L. Zhang, J. Zheng, N. Zhang and B. H. Chen, ChemCatChem, 2017, 9, 338–346 Search PubMed; (c) B. C. Filiz, E. S. Gnanakumar, A. Martinez-Arias, R. Gengler, P. Rudolf, G. Rothenberg and N. R. Shiju, Chem. Lett., 2017, 147, 1744–1753 Search PubMed; (d) Y. Guo, S. Mei, K. Yuan, D.-J. Wang, H.-C. Liu, C.-H. Yan and Y.-W. Zhang, ACS Catal., 2018, 8, 6203–6215 CrossRef CAS; (e) Y. Zhang, X. Su, L. Li, H. Qi, C. Yang, W. Liu, X. Pan, X. Liu, X. Yang, Y. Huang and T. Zhang, ACS Catal., 2020, 10, 12967–12975 Search PubMed; (f) Y. Zhou, J. Wang, L. Liang, Q. Sai, J. Ni, C.-T. Au, X. Lin, X. Wang, Y. Zheng and L. Jiang, J. Catal., 2021, 404, 501–511 CrossRef CAS.

Footnote

These authors contributed equally to this work.

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