Valérie Toussainta,
Loretta Pavlisa,
Pia Groß
a,
Samantha F. Ausmanb,
Susannah L. Scott
b,
Karin Föttinger
c and
Irina Delidovich
*a
aInstitute of Chemical, Environmental and Bioscience Engineering, TU Wien, Getreidemarkt 9, 1060 Vienna, Austria. E-mail: irina.delidovich@tuwien.ac.at
bDepartment of Chemistry & Biochemistry and Department of Chemical Engineering, University of California, Santa Barbara, California 93106, USA
cInstitute of Materials Chemistry, TU Wien, Getreidemarkt 9, 1060, Vienna, Austria
First published on 17th September 2025
Monosaccharide D-mannose (D-Man) is of great interest in the food and pharmaceutical industries as a low-calorie sweetener and precursor for D-mannitol and medicaments. Nowadays, large-scale production of D-Man remains challenging due to a lack of efficient chemo-catalytic processes using D-glucose (D-Glc) as educt. In this work, heterogeneous catalytic epimerization of D-Glc to D-Man by a tin-organic framework (Sn-OF-1) was achieved. The reaction kinetics were explored using both conventional methods and time-resolved operando MAS 13C NMR spectroscopy. Under optimized reaction conditions (100 °C, 5 wt% D-Glc, 20 mg(cat) g−1(EtOH:
H2O)), epimerization yielded a 77
:
23 equilibrium mixture of D-Glc
:
D-Man after 1.5 h reaction time. Most D-Glc (ca. 73%) was recovered from the obtained mixture of saccharides by crystallization from EtOH
:
MeOH (4.7
:
1). The remaining mixture of D-Man and D-Glc was separated via adsorption on CaY zeolite, resulting in a stream containing D-Man at 70% purity.
Traditional extractions of D-Man from biomass components such as hemicelluloses or mannans via acid hydrolysis require large amounts of organic reagents and high temperatures. Enzymatic hydrolysis can be conducted under milder conditions, but face challenges such as enzyme deactivation and long reaction times, hindering commercial scalability.1,2,5 Chemo-catalytic epimerization of D-Glc could be a more efficient method for producing D-Man. The highly efficient homogeneous molybdate catalysts discovered by Bilík accomplish this epimerization, resulting in a 75:
25 mixture of D-Glc to D-Man.6 Formation of D-Man from D-Glc in 17% yield in a phosphate buffer solution under subcritical conditions was reported.7 Homogeneous catalysis poses challenges for catalyst recycling and reuse. In heterogeneous systems, Kegging-type phosphomolybdate catalysts8 and commercial zeolite support molybdenum9 enable ca. 32.5% yield of D-Man with 94% selectivity. Although several solid molybdenum-based catalysts were developed, high leaching is observed, leading to low long-term stability and reduction of the active Mo species.10–12 In the presence of solid Ca–Al mixed oxides, 65% D-Man yield at 73% selectivity was reported. However, the mixed oxides exhibit leaching of the metal species, promoting degradation of monosaccharides.13 Porous tin-organic frameworks (Sn-OFs)5,6,11,14–18 with Lewis acidic Sn4+ sites connected by organic linkers via covalent tin-carbon bonds (Fig. 1) catalyze heterogeneous epimerization. For example, Delidovich et al. reported that hydrophobic Sn-OFs epimerize D-Glc to D-Man with 21% yield and 91% selectivity in a water-ethanol mixture.19 Sn-OFs catalyze efficient epimerization in water–ethanol solvent, with very low leaching of tin and minor structural changes during reaction. Results of the hot-filtration test support that Sn-OFs catalyzed the epimerization of D-Glc into D-Man heterogeneously.19 The structure of the Sn-OFs was comprehensively examined in the previous work.20 Sn-OFs also show high potential for epimerization of different substrates to produce rare sugars such as L-ribose, D-talose, D-lyxose, and L-quinovose with selectivities ranging from 67–95%.21
![]() | ||
Fig. 1 Structure of Sn-OF-1.20 |
Separation of the resulting mixtures of D-Glc and D-Man presents a challenge.22 Purification of sugars is commonly achieved using ion chromatography (IC), generally performed with a cation-exchange resin and water as the mobile phase,23,24 but requires long columns and large amounts of eluent.19 Separation on cation exchange resins occurs due to formation of bidentate complexes (ax–eq) with alkaline earth cations (Kcompl. = 0.1 mol−1 in water) or, possibly, more stable tridentate complexes (ax–eq–ax) (Kcompl. = 1–5 mol−1 in water). CaY zeolites with large pores and high Ca2+ ion contents in the α-cages facilitate D-Man separation via complexation.25 In previous studies of chromatographic separation of sugars over sulfonated resins in their Ca2+ forms, bidentate coordination was suggested (Fig. 2).26,27 In addition, the β-D-mannopyranoside isomer (1C4) can form a tridentate complex with Ca2+ via its ax–eq–ax OH groups. Since D-Man has a higher number of ax–eq OH-groups that can coordinate to Ca2+, adsorptive separation over CaY zeolites is a promising alternative to chromatography over ion-exchange resins for purifying D-Glc/D-Man mixtures.
Zeolites have been considered less frequently for separation of saccharides than ion-exchanged resins. Chromatography using zeolites as stationary phases was addressed for separation of D-Glc and D-Fru,28–30 a mixture of glucose-sucrose-sorbitol,31 or fructose oligosaccharides.32 Selective adsorption of sucrose on FAU-type zeolites was reported.33 The group of Buchholz systematically explored adsorption of sugars on zeolites of various frameworks and with different Al:
Si ratios.34,35 Adsorption on KX zeolite was proposed for recovery of D-Glc from an aqueous ionic liquid.36 More recently, efficiency of BaX and BaY zeolites as adsorbents for separation of D-Glc and D-xylose was reported.37 Importantly, separation of D-Glc and D-Man has been rarely addressed. For instance, Sherman et al. reported the highest efficiency of CaY, BaX, and BaY zeolites as stationary phase for column separation of D-Glc and D-Man using aqueous eluent.38 To our knowledge, the influence of solvent on adsorption of D-Glc and D-Man onto zeolites has not been reported yet.
This study addresses the conversion of D-Glc to D-Man catalyzed by Sn-OF-1, describing the reaction kinetics and the separation of the resulting equilibrium mixture to recover the D-Man and recycle the D-Glc component.
N2 physisorption isotherms were recorded on a Micromeritics ASAP 2060 at 77 K, after degassing samples at 120 °C under vacuum for 24 h. Brunauer–Emmett–Teller (BET) and t-Plot models were used to determine surface areas. Micropore analysis was performed using the MicroActive software.
Scanning electron microscopy (SEM) images were acquired using a COXEM EM-30AX, with voltages of 5–15 kV. Samples were coated with Au using a COXEM sputter at 9 mA for 200 s.
X-ray fluorescence (XRF) was carried out on a PANalytical Axios. Samples were mixed with Ultra-Wax and pressed into pellets for analysis.
Adsorbed pyridine was used to characterize acid sites. Sn-OF-1 and each of the model tin compounds (Ph4Sn, Ph3SnOH and (Ph3Sn)2O) at 70 °C were heated under high vacuum (0.001 mbar) overnight at 120 °C before pyridine adsorption was carried out under static vacuum (5–10 mbar). The desorption was performed by applying a high vacuum of 0.001 mbar. IR spectra were recorded on a Vertex 70 FT-IR spectrometer equipped with an MCT detector (resolution 4 cm−1). Samples were prepared as self-supporting wafers (2 cm diameter, typically 7–8 mg cm−2).
CaY zeolite (500 mg) was used to adsorb D-Glc or D-Man (50 mg g−1) in 70:
30 wt% EtOH
:
H2O (3 mL) at 500 rpm for 2 h at RT. After adsorption, the zeolite was separated via filtration through a PTFE filter (0.22 μm) and either directly desorbed or dried at 80 °C before desorption. Desorption was conducted in 3 mL water at RT upon stirring at 500 rpm for 1 h.
For competitive desorption experiments, sugars from a solution of D-Glc (60 mg g−1) and D-Man (30 mg g−1) in a 67:
33 ratio were adsorbed by CaY zeolite (500 mg) suspended in EtOH
:
H2O (70
:
30 wt%). The zeolite was filtered then rinsed twice with water (3 mL). Sugars were desorbed by stirring with 3 mL water at 500 rpm and RT. Amounts of adsorbed and desorbed sugars were quantified by HPLC.
Our recent study suggested that the network consists mainly of tetraaryltin Ar4Sn structural units, where “Ar” designates a 4,4′-dibromobiphenyl linker, as well as oxygen-linked triaryltin sites Ar3Sn–O–SnAr3 (the hydrolysed Ar3Sn–OH sites were not detected) and alkylaryltin sites nBuxAr(4−x)Sn (incorporation of nBu groups is a result of the organometallic synthesis). A minor amount of SnO2 (corresponding to ca. 5 wt% of the total tin content) was also identified. Formation of D-Man takes place via the Bilik mechanism, which is accompanied by a 1,2-shift of the carbon skeleton. Our recent results suggest that Ar4Sn and Ar3Sn–O–SnAr3 structural units are the catalytically active sites for epimerization as shown by characterization of Sn-OF-1 in combination with catalytic data. Interestingly, the isomerization of D-Glc into D-Fru in the presence of Sn-OF-1 takes place following both the intramolecular hydride shift and the enediol formation mechanism. The carbon skeleton of D-Fru remains intact, which suggests isomerization of D-Glc into D-Fru and epimerization of D-Glc into D-Man catalyzed by Sn-OF-1 are parallel processes occurring via different mechanisms. SnO2 and nBuxAr(4−x)Sn present minor structural elements of Sn-OF-1 and catalyze the isomerization of D-Glc into D-Fru.20
In this study, the acidity of Sn-OF-1 was analyzed by pyridine adsorption (Fig. S3). The difference spectra, after desorption exhibited the bands at 1608, 1580, 1487, 1477, and 1448 cm−1 which can be attributed to pyridine interacting with Lewis acid sites or with weak Brønsted acid sites (to give hydrogen-bonded Py-H sites) (Table S1).42,43 No strong Brønsted acid sites are present, as judged by the absence of pyridinium bands at 1530–1550 cm−1 (Fig. S4). Molecular Sn(IV) compounds Ph4Sn and (Ph3Sn)2O structurally resembling previously uncovered catalytic active sites along with Ph3SnOH were exposed to pyridine for comparison (Figs. S5 and S6). Notably, Ph3SnOH shows a sharp negative band at 3600 cm−1 due to reaction of its Sn-OH sites.42 Interestingly, this band is not present in the difference spectra of Sn-OF-1. Instead, there is a broad negative band at slightly lower wavenumbers, likely due to residual solvent in the porous structure. Thus, pyridine adsorption corroborates previously reported MAS NMR spectra suggesting the presence of Lewis acidic Sn4+ sites and the absence of Sn-OH sites.20
Entry | Reactant | T [°C] | csugar [wt%] | mSn-OF-1 [mg] | r0,Epi [mol L−1 min−1] | TOFb [min−1] | Ratio of monosaccharides | MB [%] | ||
---|---|---|---|---|---|---|---|---|---|---|
D-Glc | D-Man | D-Fru | ||||||||
a r0,Epi is the initial rate of product formation; MB designates the mass balance. Reaction conditions: 5 mL EtOH![]() ![]() |
||||||||||
1 | D-Glc | 80 | 10 | 100 | 2.5 × 10−3 | 0.07 | 88 | 12 | 0 | 93 |
2 | D-Glc | 90 | 10 | 100 | 2.9 × 10−3 | 0.08 | 85 | 15 | 1 | 95 |
3 | D-Glc | 100 | 10 | 100 | 4.8 × 10−3 | 0.13 | 86 | 13 | 1 | 94 |
4 | D-Glc | 100 | 2 | 100 | 2.0 × 10−3 | 0.06 | 71 | 26 | 4 | 91 |
5 | D-Glc | 100 | 5 | 100 | 3.6 × 10−3 | 0.10 | 76 | 22 | 2 | 92 |
6 | D-Glc | 100 | 15 | 100 | 6.3 × 10−3 | 0.18 | 82 | 17 | 1 | 89 |
7 | D-Glc | 100 | 10 | 70 | 3.9 × 10−3 | 0.16 | 81 | 18 | 1 | 91 |
8 | D-Glc | 100 | 10 | 120 | 6.3 × 10−3 | 0.25 | 80 | 17 | 3 | 92 |
9 | D-Glc | 100 | 10 | 150 | 7.5 × 10−3 | 0.30 | 80 | 19 | 2 | 90 |
10 | D-Man | 100 | 2 | 100 | 2.0 × 10−3 | 0.06 | 41 | 57 | 2 | 88 |
11 | D-Man | 100 | 5 | 100 | 3.1 × 10−3 | 0.09 | 39 | 59 | 2 | 89 |
12 | D-Man | 100 | 10 | 100 | 4.4 × 10−3 | 0.12 | 30 | 68 | 2 | 91 |
13 | D-Man | 100 | 15 | 100 | 5.0 × 10−3 | 0.14 | 22 | 77 | 1 | 97 |
Under all of these conditions, the major reaction is the epimerization. Its rate depends linearly on the catalyst mass (Fig. S16). Reverse epimerization of D-Man to D-Glc was also studied (Fig. S17–S20). Reaction orders for both the forward (D-Glc to D-Man) and reverse (D-Man to D-Glc) reactions were determined from the slopes of the plots of log (initial reaction rate) vs. log (reactant concentration) (Fig. S21). The fractional reaction orders 0.56 ± 0.01 (forward) and 0.47 ± 0.01 (reverse) were calculated. Based on these observations, we propose eqn (1)–(3) to describe the reaction kinetics, based on the network in Fig. 3. D-Glc epimerization to D-Man is represented as a reversible reaction with forward rate constant k1G→M and reverse rate constant k2M→G. Although one mole of D-Glc should yield one mole of D-Man, a gradual decrease in the mass balance over time indicates the formation of by-products (BP) (Fig. S22). Due to the higher concentration of D-Glc relative to D-Man, these by-products are assumed to originate predominantly from D-Glc, with reaction rate constant k3G→BP and a simple first-order dependence on the concentration of D-Glc. In addition to the formation of by-products, the adsorption of the saccharides can cause a decrease in mass balance. We explored adsorption of D-Glc on Sn-OF-1 in the substrate concentration range of 1 to 10 wt% and observed ca. 10–15% uptake at room temperature (results not shown). Since adsorption is normally exothermic, we expect less uptake of the saccharides at elevated reaction temperatures.
![]() | (1) |
![]() | (2) |
![]() | (3) |
Kinetic profiles were derived from the NMR spectra by integrating the total area under the carbohydrate signals as a function of time (Fig. S27). By fitting these profiles with the kinetic models represented by eqn (1)–(3), the rate constants k1G→M, k2M→G, and k3G→BP were determined at different temperatures (Table 2), and equilibrium constants were calculated as Keq = k1G→M/k2M→G. Since the explored temperature range is narrow and the reaction exhibits a small reaction enthalpy change ΔH (Table 3), Keq values do not vary significantly. Notably, for all tested temperatures, the equilibrium constant is slightly higher than those reported for aqueous solutions, Keq346–366K = 0.34–0.38,44 likely due to the difference in solvent.
Entry | T [°C] | k1G→M [h−1] | k2M→G [h−1] | k3G→BP [h−1] | Keq |
---|---|---|---|---|---|
a Reaction conditions: Sn-OF-1 (9.4 mg), 1-13C-D-Glc in 50![]() ![]() ![]() ![]() |
|||||
1 | 73 | 0.13 ± 0.02 | 0.35 ± 0.04 | 0.007 ± 0.002 | 0.4 ± 0.1 |
2 | 83 | 0.25 ± 0.06 | 0.63 ± 0.08 | 0.024 ± 0.002 | 0.4 ± 0.1 |
3 | 88 | 0.31 ± 0.04 | 0.8 ± 0.2 | 0.033 ± 0.008 | 0.4 ± 0.1 |
4 | 92 | 0.47 ± 0.061 | 1.1 ± 0.3 | 0.033 ± 0.002 | 0.4 ± 0.2 |
Entry | Reaction | EA [kJ mol−1] | ΔH = EA,1 − EA,2 [kJ mol−1] |
---|---|---|---|
1 | D-Glc → D-Man | 70 ± 5 | 11.8 |
2 | D-Man → D-Glc | 58 ± 5 | |
3 | By-product formation | 88 ± 5 |
Using the Arrhenius equation (eqn S2), the activation energy and pre-factors were derived from Arrhenius plots of ln(k) versus 1/T (Fig. S28), with results summarized in Table 3. The activation barrier for epimerization of D-Glc into D-Man in the forward direction (69.9 kJ mol−1) catalyzed by Sn-OF-1 is lower than those reported for molybdate catalysts (126 kJ mol−1 for ammonium heptamolybdate45 and 97 kJ mol−1 for molybdenum-based polyoxometalates12) and metal–organic frameworks (MOFs) containing Lewis acid sites (88 kJ mol−1 for ZrMOF-808 (ref. 46) and 83 kJ mol−1 for UiO-66(Zr)46). The activation energy of the side reaction, 88 kJ mol−1, exceeds both forward and reverse activation energies, implying that higher reaction temperatures reduce selectivity towards D-Man.47
The kinetic data offer insights into the optimal conditions for maximizing the yield and selectivity towards D-Man (Fig. S29 and S30). High selectivity was achieved across a range of reaction conditions (Fig. S30). However, at high D-Glc conversions, the selectivity for D-Man decreased, due to the increased prevalence of the by-product formation (Fig. S31). These changes correspond to the formation of by-products that are acidic, as confirmed by a slight decrease in pH (Fig. S32). Lower D-Glc concentrations favor increased selectivity for D-Man, while higher catalyst loadings reduce selectivity by accelerating the reaction rates for D-Glc consumption and D-Man formation, leading to a higher contribution of the side reactions (Table 2). The optimal conditions for maximizing both yield and selectivity of D-Man were identified as a D-Glc concentration of 5–10 wt%, 100 mg of Sn-OF-1 catalyst per 5 mL of solution, and a reaction temperature of 100 °C.
Individual isotherms for adsorption of D-Glc and D-Man on CaY zeolite, analyzed using the Langmuir model (eqn S6), are shown in Fig. 5. Table 4 summarizes the corresponding maximum loadings qmax, Langmuir constants KLangmuir, along with the Henry constants KHenry determined by linearization of the curves at low sugar concentrations (Fig. S35). It was not possible to explore higher sugar concentrations due to limited solubility of the substrates in water–ethanol mixtures.
Entry | Reactant | EtOH![]() ![]() |
Henry model | Langmuir model | ||
---|---|---|---|---|---|---|
KHenry | qmax [mgsugar gzeolite−1] | KLangmuir | R2 | |||
a Adsorption conditions: 500 mg zeolite, 3 mL EtOH![]() ![]() |
||||||
1 | D-Glc | 50![]() ![]() |
254 | 141 | 2.3 | 0.93 |
2 | D-Man | 50![]() ![]() |
119 | 52 | 3.3 | 0.98 |
3 | D-Glc | 70![]() ![]() |
701 | 120 | 8.4 | 0.99 |
4 | D-Man | 70![]() ![]() |
2104 | 116 | 30 | 0.99 |
Adsorption is fast, with equilibrium being reached in less than 5 min (Fig. S36). The extent of adsorption depends significantly on the solvent composition: in pure water, nearly no sorption was observed, whereas an increase in fraction of ethanol resulted in a dramatic increase in the adsorption capacity. Fornefett et al. explored sucrose adsorption on Y zeolites from water–ethanol mixtures, reporting significantly higher sucrose loading from a water–ethanol mixture than from pure water. The effect was attributed to the hydrophilicity of the zeolite: by increasing the fraction of ethanol, the competition between water and saccharide for adsorption sites was reduced, allowing the zeolite to adsorb a significantly higher amount of sugar.33 In addition, the stability of Ca2+ complexes of saccharides increases upon addition of an organic co-solvent.23,48 Water efficiently desorbed the individually adsorbed D-Glc and D-Man: 78–95% of each adsorbed saccharide was recovered (Table 5). A somewhat lower D-Man desorption rate of 78% was observed when the material was dried after the adsorption step prior to the desorption (entry 3 in Table 5). When the drying process was omitted, 95% of D-Man was recovered by the adsorption (entry 4 in Table 5). This result can be explained by a partial degradation of D-Man coordinated to Ca2+ cation during the drying of the CaY zeolite at elevated temperature.
Entry | Reactant | q [mgsugar gzeolite−1] | Adsorption [%] | Desorption [%] |
---|---|---|---|---|
a Adsorption conditions: 500 mg CaY, 3 mL sugar solution (50 mg g−1) in 70![]() ![]() ![]() ![]() |
||||
1 | D-Glcb | 68 | 29 | 90 |
2 | D-Glcc | 66 | 28 | 85 |
3 | D-Manb | 96 | 43 | 78 |
4 | D-Manc | 94 | 41 | 95 |
Competitive adsorption of D-Glc and D-Man over CaY zeolite was studied in a 70:
30 wt% EtOH
:
H2O solvent mixture. Fig. 6 shows the competitive adsorption isotherms over CaY zeolites, while Table 6 summarizes the adsorption parameters obtained by curve fitting as well as the separation factors (SF) calculated using eqn S9. Henry's Law constants for the adsorption of D-Man are significantly higher than for the adsorption of D-Glc at sugar ratios of 80
:
20 or 50
:
50 (Fig. S37). Interestingly, the selectivity for D-Man adsorption increases at the lower concentration of D-Glc, with SF values of 1.5 and 3.2 for solutions with 80
:
20 and 50
:
50 ratios, respectively.
![]() | ||
Fig. 6 Competitive adsorption of D-Glc and D-Man by CaY zeolites. Adsorption conditions: 500 mg zeolite, 3 mL 70![]() ![]() ![]() ![]() |
Entry | Zeolite | Sugar | Sugar ratio D-Glc![]() ![]() |
Henry model | Langmuir model | SF | ||
---|---|---|---|---|---|---|---|---|
KHenry | qmax [mgsugar gzeolite−1] | KLangmuir | R2 | |||||
a Adsorption conditions: 500 mg zeolite, 3 mL 70![]() ![]() ![]() ![]() |
||||||||
1 | CaY | D-Glc | 50![]() ![]() |
796 | 40 | 26 | 0.99 | 3.2 |
D-Man | 2955 | 83.2 | 43 | 1.00 | ||||
2 | CaY | D-Glc | 80![]() ![]() |
981 | 51.3 | 28.4 | 0.98 | 1.5 |
D-Man | 2788 | 32.3 | 133.8 | 0.99 |
Water was used to desorb D-Glc and D-Man adsorbed from a mixture with 67:
33 ratio of the saccharides. Rinsing the loaded zeolite twice with water resulted in recovery of 70% D-Man and 98% D-Glc. Stirring the zeolite after rinsing led to further recovery of 1% D-Man (Table S5). Thus, desorption with water is quick and efficient.
After the crystallization step, the sugar solution contained 18% D-Glc and 21% D-Man when calculating the carbon balance to the initially loaded substrate. This mixture was dissolved in a 70:
30 wt% mixture of ethanol and water for adsorption by CaY zeolite followed by desorption into water. Two liquid fractions were obtained: (1) the remaining supernatant, containing ca. 75% D-Man with a purity of ca. 50% (in Fig. 7, 16% D-Glc and 15% D-Man in EtOH
:
water 7
:
3), and (2) the desorption solution, containing ca. 25% D-Man with a purity of ca. 70% (in Fig. 7, 2% D-Glc and 5% D-Man in water). As Fig. 7 depicts, the approach results in recovery of crystalline D-Glc and two liquid fractions enriched with D-Man. The proposed separation method can be further developed by transferring into a continuous mode and performing a column separation. The data on adsorption in water and in water-ethanol mixtures will contribute to designing a gradient elution. Moreover, simulated moving bed (SMB) presents an attractive possibility to perform the separation of the binary mixture of D-Glc and D-Man in a continuous manner.49
Additionally, this work introduces a strategy for separating D-Glc and D-Man mixtures resulting from epimerization. The approach combines (1) partial recovery of unconverted D-Glc and (2) purification of D-Man. Adsorptive separation using CaY zeolite proved to be a simple and time-efficient method, employing water-ethanol and water as the adsorption and desorption solvents, respectively. Notably, the adsorbed sugars are desorbed rapidly without additional workup. The combination of Sn-OF-1 catalysis, crystallization, and adsorptive separation with CaY zeolites represents a promising pathway for the scalable synthesis of D-Man.
We hereby confirm that the data underlying the reported research are available in the article itself and in the submitted SI.
Financial support of the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – Project number 450360023 – is greatly appreciated. V. T. thanks the Austrian Marshall Plan Foundation for an academic exchange program scholarship. Financial support for the NMR measurements from the U.S. Department of Energy, Office of Science, Division of Basic Energy Sciences, under the Catalysis Science Initiative (DE-FG-02-03ER15467) is gratefully acknowledged. Part of this work was done in the MRL Shared Experimental Facilities, which are supported by the MRSEC Program of the NSF under Award No. DMR 2308708; a member of the NSF-funded Materials Research Facilities Network. The authors acknowledge TU Wien Bibliothek for financial support through its Open Access Funding Programme.
This journal is © The Royal Society of Chemistry 2025 |