Keanu V. A. Birkelbach, Heinrich Hartmann, Astrid Besmehn, Alexander Meledin, Isabella Kappel, Peter J. C. Hausoul and Regina Palkovits
Terpyridine (tpy) and its derivatives are strongly coordinating ligands with a high degree of customizability. Due to their tendency to form stable bis(tpy) complexes with transition metals such as Ir and Ru, their application in thermal catalysis is limited, instead revolving mostly around electro-, photo- and supramolecular chemistry. Herein, it is demonstrated that immobilization of the tpy motif via incorporation into a polymer suppresses their formation in Ir-catalyzed formic acid dehydrogenation (FADH), highlighting a distinct advantage of solid molecular catalysts (SMCs). A catalytic activity of up to 175 000 h−1 was achieved at 160 °C and maintained at temperatures as low as 80 °C. Based on the results of a kinetic isotope effect (KIE) study, a catalytic cycle is proposed and the rate-determining step is identified. In a continuous setup, the most active SMC retained its activity over the course of 5 days, resulting in a TON upwards of 2 800 000. Through XPS, HAADF-STEM (-EDX) and EXAFS analyses, insights into the interaction between a metal precursor and poly-terpyridine are gained.
{"title":"Enabling the terpyridine ligand motif for Ir-based solid molecular catalysts†","authors":"Keanu V. A. Birkelbach, Heinrich Hartmann, Astrid Besmehn, Alexander Meledin, Isabella Kappel, Peter J. C. Hausoul and Regina Palkovits","doi":"10.1039/D4EY00281D","DOIUrl":"https://doi.org/10.1039/D4EY00281D","url":null,"abstract":"<p >Terpyridine (tpy) and its derivatives are strongly coordinating ligands with a high degree of customizability. Due to their tendency to form stable bis(tpy) complexes with transition metals such as Ir and Ru, their application in thermal catalysis is limited, instead revolving mostly around electro-, photo- and supramolecular chemistry. Herein, it is demonstrated that immobilization of the tpy motif <em>via</em> incorporation into a polymer suppresses their formation in Ir-catalyzed formic acid dehydrogenation (FADH), highlighting a distinct advantage of solid molecular catalysts (SMCs). A catalytic activity of up to 175 000 h<small><sup>−1</sup></small> was achieved at 160 °C and maintained at temperatures as low as 80 °C. Based on the results of a kinetic isotope effect (KIE) study, a catalytic cycle is proposed and the rate-determining step is identified. In a continuous setup, the most active SMC retained its activity over the course of 5 days, resulting in a TON upwards of 2 800 000. Through XPS, HAADF-STEM (-EDX) and EXAFS analyses, insights into the interaction between a metal precursor and poly-terpyridine are gained.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 4","pages":" 701-711"},"PeriodicalIF":0.0,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00281d?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144536771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jiaqi Wei, Yanshan Gao, Cheng Zhang and Qiang Wang
The emission of CO2 and NOx from industrial factories poses significant challenges to human health and contributes to extreme climate change. NOx storage and reduction (NSR) and integrated CO2 capture and methanation (ICCM) technology are some of the effective technologies used to deal with NOx and CO2, respectively. However, there is currently no relevant technology available for the simultaneous removal of both NOx and CO2 gases co-existing in flue gas. This paper proposes a new concept named CO2/NOx storage and reduction (CNSR) for the first time. This approach utilizes a K–Pt/Ni3Al1Ox dual functional material (DFM) to achieve co-storage of CO2 and NOx, followed by their reduction to CH4 and N2, respectively. The CNSR tests demonstrate the feasibility of this technology. At 350 °C, the conversion for CO2 and NOx was 60.8% and 99.5%, with CH4 and N2 selectivity of 98.9% and 90.3%, respectively. After 10 cycles, the sample exhibited a relatively stable CO2 conversion of around 66%, with CH4 selectivity remaining above 90%. The conversion of NOx remained essentially unchanged at close to 100%. Furthermore, a possible mechanism for the CNSR process is proposed in this study. We believe that this work will provide a novel strategy for the treatment of multi-component gaseous pollutants in flue gas.
{"title":"CO2/NOx storage and reduction (CNSR) technology—a new concept for flue gas treatment†","authors":"Jiaqi Wei, Yanshan Gao, Cheng Zhang and Qiang Wang","doi":"10.1039/D4EY00235K","DOIUrl":"https://doi.org/10.1039/D4EY00235K","url":null,"abstract":"<p >The emission of CO<small><sub>2</sub></small> and NO<small><sub><em>x</em></sub></small> from industrial factories poses significant challenges to human health and contributes to extreme climate change. NO<small><sub><em>x</em></sub></small> storage and reduction (NSR) and integrated CO<small><sub>2</sub></small> capture and methanation (ICCM) technology are some of the effective technologies used to deal with NO<small><sub><em>x</em></sub></small> and CO<small><sub>2</sub></small>, respectively. However, there is currently no relevant technology available for the simultaneous removal of both NO<small><sub><em>x</em></sub></small> and CO<small><sub>2</sub></small> gases co-existing in flue gas. This paper proposes a new concept named CO<small><sub>2</sub></small>/NO<small><sub><em>x</em></sub></small> storage and reduction (CNSR) for the first time. This approach utilizes a K–Pt/Ni<small><sub>3</sub></small>Al<small><sub>1</sub></small>O<small><sub><em>x</em></sub></small> dual functional material (DFM) to achieve co-storage of CO<small><sub>2</sub></small> and NO<small><sub><em>x</em></sub></small>, followed by their reduction to CH<small><sub>4</sub></small> and N<small><sub>2</sub></small>, respectively. The CNSR tests demonstrate the feasibility of this technology. At 350 °C, the conversion for CO<small><sub>2</sub></small> and NO<small><sub><em>x</em></sub></small> was 60.8% and 99.5%, with CH<small><sub>4</sub></small> and N<small><sub>2</sub></small> selectivity of 98.9% and 90.3%, respectively. After 10 cycles, the sample exhibited a relatively stable CO<small><sub>2</sub></small> conversion of around 66%, with CH<small><sub>4</sub></small> selectivity remaining above 90%. The conversion of NO<small><sub><em>x</em></sub></small> remained essentially unchanged at close to 100%. Furthermore, a possible mechanism for the CNSR process is proposed in this study. We believe that this work will provide a novel strategy for the treatment of multi-component gaseous pollutants in flue gas.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 535-549"},"PeriodicalIF":0.0,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00235k?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ashish Gaur, Jiseok Kwon, Jatin Sharma, Ghulam Ali, Enkhtuvshin Enkhbayar, Chan-Yeup Chung, HyukSu Han and Taeseup Song
Seawater is one of the most abundant sources of hydrogen in our environment, and it has great potential for the production of hydrogen via water electrolysis. However, seawater electrolysis is challenging as chloride ions could obstruct catalytic active sites, reducing *OH adsorption. Therefore, it is crucial to prevent chloride ions from accessing the active sites. Herein, we modulated the Lewis acidity of electrocatalysts to solve this problem. In particular, the Lewis acidity of Ni2+ and Fe3+ ions in a layered double hydroxide (LDH) was enhanced by incorporating the lanthanide dopant Ce, thereby tuning the surface electronic configurations to prefer OH* adsorption over Cl* adsorption. Further, the Ce-doped Ni–Fe LDH (CNF-LDH) was exfoliated via the O2 plasma process to improve the accessibility of active sites for intermediates. The resultant CNF-LDH-E exhibited an overpotential of 230 and 169 mV at 100 mA cm−2 for OER and HER, respectively, in alkaline freshwater (1 M KOH) and 290 and 285 mV, respectively, in simulated seawater (1 M KOH + 0.1 M NaCl) electrolytes. The impact of Lewis acidity on blocking the chloride ions was further investigated using density functional theory (DFT) calculations.
海水是我们环境中最丰富的氢资源之一,通过水电解制氢具有巨大的潜力。然而,海水电解具有挑战性,因为氯离子会阻碍催化活性位点,减少*OH的吸附。因此,防止氯离子进入活性位点是至关重要的。本文通过调节电催化剂的路易斯酸度来解决这一问题。特别是,在层状双氢氧化物(LDH)中加入镧系元素Ce,可以增强Ni2+和Fe3+离子的Lewis酸度,从而调整表面电子构型,使其更倾向于OH*吸附而不是Cl*吸附。此外,通过O2等离子体过程将ce掺杂的Ni-Fe LDH (CNF-LDH)剥离,以提高中间体活性位点的可及性。所得CNF-LDH-E在碱性淡水(1 M KOH)中,OER和HER在100 mA cm - 2下的过电位分别为230和169 mV,在模拟海水(1 M KOH + 0.1 M NaCl)电解质中,过电位分别为290和285 mV。利用密度泛函理论(DFT)进一步研究了Lewis酸度对氯离子阻滞的影响。
{"title":"Tailoring the electronic structure of an exfoliated layered double hydroxide using a lanthanide for chloride-ion blocking in seawater splitting†","authors":"Ashish Gaur, Jiseok Kwon, Jatin Sharma, Ghulam Ali, Enkhtuvshin Enkhbayar, Chan-Yeup Chung, HyukSu Han and Taeseup Song","doi":"10.1039/D4EY00278D","DOIUrl":"https://doi.org/10.1039/D4EY00278D","url":null,"abstract":"<p >Seawater is one of the most abundant sources of hydrogen in our environment, and it has great potential for the production of hydrogen <em>via</em> water electrolysis. However, seawater electrolysis is challenging as chloride ions could obstruct catalytic active sites, reducing *OH adsorption. Therefore, it is crucial to prevent chloride ions from accessing the active sites. Herein, we modulated the Lewis acidity of electrocatalysts to solve this problem. In particular, the Lewis acidity of Ni<small><sup>2+</sup></small> and Fe<small><sup>3+</sup></small> ions in a layered double hydroxide (LDH) was enhanced by incorporating the lanthanide dopant Ce, thereby tuning the surface electronic configurations to prefer OH* adsorption over Cl* adsorption. Further, the Ce-doped Ni–Fe LDH (CNF-LDH) was exfoliated <em>via</em> the O<small><sub>2</sub></small> plasma process to improve the accessibility of active sites for intermediates. The resultant CNF-LDH-E exhibited an overpotential of 230 and 169 mV at 100 mA cm<small><sup>−2</sup></small> for OER and HER, respectively, in alkaline freshwater (1 M KOH) and 290 and 285 mV, respectively, in simulated seawater (1 M KOH + 0.1 M NaCl) electrolytes. The impact of Lewis acidity on blocking the chloride ions was further investigated using density functional theory (DFT) calculations.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 435-445"},"PeriodicalIF":0.0,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00278d?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Matej Zlatar, Xianxian Xie, Carlo Franke, Tomáš Hrbek, Zdeněk Krtouš, Tong Li, Ivan Khalakhan and Serhiy Cherevko
Hydrous iridium oxide (HIROF) is a highly active catalyst for the oxygen evolution reaction (OER) with broad application in pH sensing and charge storage devices. However, the mechanisms driving its growth, as well as the associated iridium dissolution, remain incompletely understood. To address this knowledge gap, we employ online inductively coupled plasma mass spectrometry (ICP-MS) to monitor iridium dissolution from sputtered thin films of varying thicknesses during electrochemical cycling. Complementary techniques, including atom probe tomography (APT), ellipsometry, and X-ray photoelectron spectroscopy (XPS), are used to study oxidation states and interface composition. Our findings reveal a tri-phase interface consisting of metallic iridium, compact anhydrous oxide, and hydrous oxide, where dissolution predominantly occurs at the metal–compact oxide interface, driven by transient processes during cycling. HIROF growth strongly depends on iridium grain size, with smaller grains inhibiting growth due to the accumulation of an inner compact IrO2 layer. This effect is linked to increased oxophilicity, which lowers the reducibility of compact oxide. These insights advance understanding of HIROF growth mechanisms, offering strategies to optimize its performance and stability, particularly in proton exchange membrane water electrolyzers (PEMWEs), where iridium scarcity is critical. Broader implications extend to hydrous oxide formation on other noble and non-noble metals, potentially further advancing other electrochemical applications.
{"title":"On the growth and water oxidation stability of hydrous iridium oxide†","authors":"Matej Zlatar, Xianxian Xie, Carlo Franke, Tomáš Hrbek, Zdeněk Krtouš, Tong Li, Ivan Khalakhan and Serhiy Cherevko","doi":"10.1039/D4EY00268G","DOIUrl":"https://doi.org/10.1039/D4EY00268G","url":null,"abstract":"<p >Hydrous iridium oxide (HIROF) is a highly active catalyst for the oxygen evolution reaction (OER) with broad application in pH sensing and charge storage devices. However, the mechanisms driving its growth, as well as the associated iridium dissolution, remain incompletely understood. To address this knowledge gap, we employ online inductively coupled plasma mass spectrometry (ICP-MS) to monitor iridium dissolution from sputtered thin films of varying thicknesses during electrochemical cycling. Complementary techniques, including atom probe tomography (APT), ellipsometry, and X-ray photoelectron spectroscopy (XPS), are used to study oxidation states and interface composition. Our findings reveal a tri-phase interface consisting of metallic iridium, compact anhydrous oxide, and hydrous oxide, where dissolution predominantly occurs at the metal–compact oxide interface, driven by transient processes during cycling. HIROF growth strongly depends on iridium grain size, with smaller grains inhibiting growth due to the accumulation of an inner compact IrO<small><sub>2</sub></small> layer. This effect is linked to increased oxophilicity, which lowers the reducibility of compact oxide. These insights advance understanding of HIROF growth mechanisms, offering strategies to optimize its performance and stability, particularly in proton exchange membrane water electrolyzers (PEMWEs), where iridium scarcity is critical. Broader implications extend to hydrous oxide formation on other noble and non-noble metals, potentially further advancing other electrochemical applications.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 521-534"},"PeriodicalIF":0.0,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00268g?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Javier E. Chavarrio, Christoph Markowitsch, Erick Votava, Markus Lehner and George W. Huber
Guerbet coupling chemistry is a route to oligomerize ethanol into C4+ alcohols. Long chain ethers can be obtained through bimolecular dehydration of these alcohols. Ethers generated from the dehydration of C6+ alcohols produce a fuel that satisfies diesel engine requirements, therefore selective production of C6+ alcohols is of particular interest. The desired hexanol is synthesized through ethanol and butanol coupling, accompanied by the formation of undesired products through several reaction pathways. In this work the coupling of ethanol and butanol has been studied over Cu0.01Mg2.99AlOx to produce C6+ alcohols through Guerbet coupling reactions. Two series of catalytic tests were performed at 325 °C and 300 psig by using either pure ethanol feed or a cofeed ethanol–butanol 70–30 mole%. A kinetic model was developed to predict the product distribution over a wide range of contact times. Kinetic parameters were regressed by coding a routine that included a solution of differential mole balances embedded in an optimization problem. The herein developed kinetic model was integrated in a process simulation flowsheet that models the upgrading of ethanol into C6+ oxygenates. The butanol cofeeding strategy in the simulations was approached by recycling the produced butanol into the coupling reactor. The simulation results reveal that cofeeding butanol into the Guerbet reactor enhances initial production rates of C6+ alcohols, at the expense of fostering production of byproducts from butanol self-coupling. A maximum carbon yield of 82.2% for C6+ diesel fuel precursors can be obtained by minimizing the byproduct production after introduction of a hydrogenation reactor.
{"title":"Kinetic and process modeling of Guerbet coupling chemistry over Cu–Mg–Al mixed oxides†","authors":"Javier E. Chavarrio, Christoph Markowitsch, Erick Votava, Markus Lehner and George W. Huber","doi":"10.1039/D5EY00045A","DOIUrl":"https://doi.org/10.1039/D5EY00045A","url":null,"abstract":"<p >Guerbet coupling chemistry is a route to oligomerize ethanol into C<small><sub>4+</sub></small> alcohols. Long chain ethers can be obtained through bimolecular dehydration of these alcohols. Ethers generated from the dehydration of C<small><sub>6+</sub></small> alcohols produce a fuel that satisfies diesel engine requirements, therefore selective production of C<small><sub>6+</sub></small> alcohols is of particular interest. The desired hexanol is synthesized through ethanol and butanol coupling, accompanied by the formation of undesired products through several reaction pathways. In this work the coupling of ethanol and butanol has been studied over Cu<small><sub>0.01</sub></small>Mg<small><sub>2.99</sub></small>AlO<small><sub><em>x</em></sub></small> to produce C<small><sub>6+</sub></small> alcohols through Guerbet coupling reactions. Two series of catalytic tests were performed at 325 °C and 300 psig by using either pure ethanol feed or a cofeed ethanol–butanol 70–30 mole%. A kinetic model was developed to predict the product distribution over a wide range of contact times. Kinetic parameters were regressed by coding a routine that included a solution of differential mole balances embedded in an optimization problem. The herein developed kinetic model was integrated in a process simulation flowsheet that models the upgrading of ethanol into C<small><sub>6+</sub></small> oxygenates. The butanol cofeeding strategy in the simulations was approached by recycling the produced butanol into the coupling reactor. The simulation results reveal that cofeeding butanol into the Guerbet reactor enhances initial production rates of C<small><sub>6+</sub></small> alcohols, at the expense of fostering production of byproducts from butanol self-coupling. A maximum carbon yield of 82.2% for C<small><sub>6+</sub></small> diesel fuel precursors can be obtained by minimizing the byproduct production after introduction of a hydrogenation reactor.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 459-474"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d5ey00045a?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ketong Shao, Aditya Dilip Lele, Zhiyu Shi, Victor Von Miller, Yiguang Ju and Ali Mesbah
Low-temperature plasma catalysis holds promise for electrification of energy-intensive chemical processes such as methane reforming and ammonia synthesis. However, fundamental understanding of plasma–catalyst interactions, essential for catalyst design and screening for plasma catalysts, remains largely limited. Recent work has demonstrated the importance of first-principles studies, including density functional theory (DFT), for elucidating the role of electro- and photo-effects such as electric field and charge in plasma catalysis. The availability of increasing amounts of DFT data in thermal catalysis presents a unique opportunity for plasma catalysis research to efficiently leverage this existing first-principles knowledge of thermal catalysis towards investigating plasma–catalyst interactions. To this end, this paper investigates interpretable transfer learning from thermal to plasma catalysis, with a focus on the role of surface charge. Pre-trained attention-based graph neural networks (GNNs) from the Open Catalysis Project, trained using millions of thermal catalysis DFT data points, are structurally adapted to account for surface charge effects and fine-tuned using plasma catalysis DFT data of single metal atoms on an Al2O3 support and adsorbates involved in plasma-catalytic ammonia synthesis. Not only does the fine-tuned attention-based GNN model provide high test accuracy for predicting adsorption energies and atomic forces in plasma catalysis, but it also exhibits adequate extrapolation for unseen single metal atoms in the plasma catalysis data used for model fine-tuning. To distinguish the effects of surface charge from other dissimilarities in DFT data of thermal and plasma catalysis, a dual-model framework is presented that relies on two pre-trained GNNs, one of which is specifically tasked to capture surface charge effects using an attention mechanism that provides interpretable insights into their role. Lastly, it is demonstrated how the attention-based GNNs developed for single metal atoms can be efficiently adapted for predicting adsorption energies and atomic forces for metal clusters in plasma catalysis. This work highlights the vast potential of interpretable transfer learning from thermal catalysis to plasma catalysis to mitigate excessive computational requirements of first-principles studies in plasma catalysis, towards accelerating fundamental research in this domain.
{"title":"Interpretable attention-based transfer learning in plasma catalysis: a study on the role of surface charge†","authors":"Ketong Shao, Aditya Dilip Lele, Zhiyu Shi, Victor Von Miller, Yiguang Ju and Ali Mesbah","doi":"10.1039/D4EY00256C","DOIUrl":"https://doi.org/10.1039/D4EY00256C","url":null,"abstract":"<p >Low-temperature plasma catalysis holds promise for electrification of energy-intensive chemical processes such as methane reforming and ammonia synthesis. However, fundamental understanding of plasma–catalyst interactions, essential for catalyst design and screening for plasma catalysts, remains largely limited. Recent work has demonstrated the importance of first-principles studies, including density functional theory (DFT), for elucidating the role of electro- and photo-effects such as electric field and charge in plasma catalysis. The availability of increasing amounts of DFT data in thermal catalysis presents a unique opportunity for plasma catalysis research to efficiently leverage this existing first-principles knowledge of thermal catalysis towards investigating plasma–catalyst interactions. To this end, this paper investigates interpretable transfer learning from thermal to plasma catalysis, with a focus on the role of surface charge. Pre-trained attention-based graph neural networks (GNNs) from the Open Catalysis Project, trained using millions of thermal catalysis DFT data points, are structurally adapted to account for surface charge effects and fine-tuned using plasma catalysis DFT data of single metal atoms on an Al<small><sub>2</sub></small>O<small><sub>3</sub></small> support and adsorbates involved in plasma-catalytic ammonia synthesis. Not only does the fine-tuned attention-based GNN model provide high test accuracy for predicting adsorption energies and atomic forces in plasma catalysis, but it also exhibits adequate extrapolation for unseen single metal atoms in the plasma catalysis data used for model fine-tuning. To distinguish the effects of surface charge from other dissimilarities in DFT data of thermal and plasma catalysis, a dual-model framework is presented that relies on two pre-trained GNNs, one of which is specifically tasked to capture surface charge effects using an attention mechanism that provides interpretable insights into their role. Lastly, it is demonstrated how the attention-based GNNs developed for single metal atoms can be efficiently adapted for predicting adsorption energies and atomic forces for metal clusters in plasma catalysis. This work highlights the vast potential of interpretable transfer learning from thermal catalysis to plasma catalysis to mitigate excessive computational requirements of first-principles studies in plasma catalysis, towards accelerating fundamental research in this domain.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 488-504"},"PeriodicalIF":0.0,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00256c?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xu Wang, Hwi Yeon Woo, Dongming Shen, Min Jung Park, Mansoor Ali, Faisal Zafar, Kyun Yeon Kang, Jae-Soon Choi, Eunjoo Jang and Jong Wook Bae
Engineering copper nanoparticles to achieve high dispersion and thermal stability with stable catalytic activity is crucial and challenging for the direct hydrogenation of CO2 to oxygenates via tandem catalysis over hybridized catalysts. Herein, hybridized Cu–ZnO nanoparticles were encapsulated in nano-crystalline ZSM-5 overlayers through a steam-assisted crystallization (SAC) approach by optimizing the Cu/Zn ratios of Cu–ZnO nanoparticles, the Si/Al ratio of ZSM-5, crystalline structures, and the oxidation states of active sites to achieve higher and durable direct conversion of CO2 into dimethyl ether (DME) and methanol. The spatially confined Cu–ZnO nanoparticles inside ZSM-5 frameworks facilitated suppressed nanoparticle aggregation by preserving major Cu+ phases of active copper species, which contributed to excellent catalytic performance with CO2 conversion rate of up to 20.8% and a methanol/DME selectivity of 81.6% (DME selectivity of 62.2%) with a space-time yield (STY) of 13.9 gDME (gCu−1 h−1). In situ DRIFTS, AES/XPS and XANES analyses further revealed that the spatial confinement effects in protective ZSM-5 zeolite overlayers effectively stabilized homogeneously dispersed Cu–ZnO nanoparticles with dominant distribution of Cu+ phases, which played key roles in generating formate and methoxy intermediates that are responsible for the enhanced catalytic activity and catalyst durability.
{"title":"Cu–ZnO nanoparticles encapsulated in ZSM-5 for selective conversion of carbon dioxide into oxygenates†","authors":"Xu Wang, Hwi Yeon Woo, Dongming Shen, Min Jung Park, Mansoor Ali, Faisal Zafar, Kyun Yeon Kang, Jae-Soon Choi, Eunjoo Jang and Jong Wook Bae","doi":"10.1039/D4EY00273C","DOIUrl":"https://doi.org/10.1039/D4EY00273C","url":null,"abstract":"<p >Engineering copper nanoparticles to achieve high dispersion and thermal stability with stable catalytic activity is crucial and challenging for the direct hydrogenation of CO<small><sub>2</sub></small> to oxygenates <em>via</em> tandem catalysis over hybridized catalysts. Herein, hybridized Cu–ZnO nanoparticles were encapsulated in nano-crystalline ZSM-5 overlayers through a steam-assisted crystallization (SAC) approach by optimizing the Cu/Zn ratios of Cu–ZnO nanoparticles, the Si/Al ratio of ZSM-5, crystalline structures, and the oxidation states of active sites to achieve higher and durable direct conversion of CO<small><sub>2</sub></small> into dimethyl ether (DME) and methanol. The spatially confined Cu–ZnO nanoparticles inside ZSM-5 frameworks facilitated suppressed nanoparticle aggregation by preserving major Cu<small><sup>+</sup></small> phases of active copper species, which contributed to excellent catalytic performance with CO<small><sub>2</sub></small> conversion rate of up to 20.8% and a methanol/DME selectivity of 81.6% (DME selectivity of 62.2%) with a space-time yield (STY) of 13.9 g<small><sub>DME</sub></small> (g<small><sub>Cu</sub></small><small><sup>−1</sup></small> h<small><sup>−1</sup></small>). <em>In situ</em> DRIFTS, AES/XPS and XANES analyses further revealed that the spatial confinement effects in protective ZSM-5 zeolite overlayers effectively stabilized homogeneously dispersed Cu–ZnO nanoparticles with dominant distribution of Cu<small><sup>+</sup></small> phases, which played key roles in generating formate and methoxy intermediates that are responsible for the enhanced catalytic activity and catalyst durability.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 420-434"},"PeriodicalIF":0.0,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00273c?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sibimol Luke, Manjunath Chatti, Darcy Simondson, Khang N. Dinh, Brittany V. Kerr, Tam D. Nguyen, Gamze Yilmaz, Bernt Johannessen, Douglas R. MacFarlane, Aswani Yella, Rosalie K. Hocking and Alexandr N. Simonov
Correction for ‘High performance acidic water electrooxidation catalysed by manganese–antimony oxides promoted by secondary metals’ by Sibimol Luke et al., EES. Catal., 2023, 1, 730–741, https://doi.org/10.1039/D3EY00046J.
{"title":"Correction: High performance acidic water electrooxidation catalysed by manganese–antimony oxides promoted by secondary metals","authors":"Sibimol Luke, Manjunath Chatti, Darcy Simondson, Khang N. Dinh, Brittany V. Kerr, Tam D. Nguyen, Gamze Yilmaz, Bernt Johannessen, Douglas R. MacFarlane, Aswani Yella, Rosalie K. Hocking and Alexandr N. Simonov","doi":"10.1039/D5EY90004B","DOIUrl":"https://doi.org/10.1039/D5EY90004B","url":null,"abstract":"<p >Correction for ‘High performance acidic water electrooxidation catalysed by manganese–antimony oxides promoted by secondary metals’ by Sibimol Luke <em>et al., EES. Catal.</em>, 2023, <strong>1</strong>, 730–741, https://doi.org/10.1039/D3EY00046J.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 2","pages":" 347-347"},"PeriodicalIF":0.0,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d5ey90004b?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143564285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Julia Linke, Thomas Rohrbach, Adam Hugh Clark, Camelia Borca, Thomas Huthwelker, Fabian Luca Buchauer, Mikkel Rykær Kraglund, Christodoulos Chatzichristodoulou, Eibhlin Meade, Julie Guehl, Mateusz Wojtas, Marco Ranocchiari, Thomas Justus Schmidt and Emiliana Fabbri
The performance of Ni-based oxygen evolution reaction (OER) electrocatalysts is enhanced upon Fe incorporation into the structure during the synthesis process or electrochemical Fe uptake from the electrolyte. In light of the promising potential of metal–organic framework (MOF) electrocatalysts for water splitting, Ni-MOF-74 is used as a model catalyst to study the effect of Fe incorporation from KOH electrolyte on the electrocatalyst's OER activity and stability. The insights obtained from X-ray diffraction and operando X-ray absorption spectroscopy characterization of Ni-MOF-74 and an amorphous Ni metal organic compound (Ni-MOC*) reveal that Fe uptake enhances OER by two processes: higher Ni oxidation states and enhanced flexibility of both, the electronic state and the local structure, when cycling the potential below and above the OER onset. To demonstrate the impressive OER activity and stability in Fe containing KOH, an Ni-MOC* anode was implemented in an anion exchange membrane water electrolyzer (AEM-WE) with 3 ppm Fe containing 1 M KOH electrolyte resulting in an outstanding cell voltage of 1.7 V (at an anode potential of 1.51 V) at 60 °C and 0.5 A cm−2 exceeding 130 h of stable continuous operation.
镍基析氧反应(OER)电催化剂的性能随着合成过程中铁的掺入或从电解液中电化学吸收铁而增强。鉴于金属-有机骨架(MOF)电催化剂在水分解方面具有广阔的应用前景,本文以Ni-MOF-74为模型催化剂,研究了KOH电解液中Fe掺入对电催化剂OER活性和稳定性的影响。通过对Ni- mof -74和非晶态Ni金属有机化合物(Ni- moc *)的x射线衍射和operando x射线吸收光谱表征,揭示了Fe的吸收通过两个过程增强OER:当在OER起始点下方和上方循环电位时,更高的Ni氧化态和增强的电子态和局部结构的柔韧性。为了证明在含铁KOH中令人印象深刻的OER活性和稳定性,Ni-MOC*阳极被放置在阴离子交换膜水电解槽(AEM-WE)中,其中含有3 ppm的铁和1 M的KOH电解质,在60°C和0.5 A cm-2下,电池电压为1.7 V(阳极电位为1.51 V),持续稳定运行130小时。
{"title":"The role of Fe incorporation into Ni-MOF-74 derived oxygen evolution electrocatalysts for anion exchange membrane water electrolysis†","authors":"Julia Linke, Thomas Rohrbach, Adam Hugh Clark, Camelia Borca, Thomas Huthwelker, Fabian Luca Buchauer, Mikkel Rykær Kraglund, Christodoulos Chatzichristodoulou, Eibhlin Meade, Julie Guehl, Mateusz Wojtas, Marco Ranocchiari, Thomas Justus Schmidt and Emiliana Fabbri","doi":"10.1039/D4EY00250D","DOIUrl":"10.1039/D4EY00250D","url":null,"abstract":"<p >The performance of Ni-based oxygen evolution reaction (OER) electrocatalysts is enhanced upon Fe incorporation into the structure during the synthesis process or electrochemical Fe uptake from the electrolyte. In light of the promising potential of metal–organic framework (MOF) electrocatalysts for water splitting, Ni-MOF-74 is used as a model catalyst to study the effect of Fe incorporation from KOH electrolyte on the electrocatalyst's OER activity and stability. The insights obtained from X-ray diffraction and operando X-ray absorption spectroscopy characterization of Ni-MOF-74 and an amorphous Ni metal organic compound (Ni-MOC*) reveal that Fe uptake enhances OER by two processes: higher Ni oxidation states and enhanced flexibility of both, the electronic state and the local structure, when cycling the potential below and above the OER onset. To demonstrate the impressive OER activity and stability in Fe containing KOH, an Ni-MOC* anode was implemented in an anion exchange membrane water electrolyzer (AEM-WE) with 3 ppm Fe containing 1 M KOH electrolyte resulting in an outstanding cell voltage of 1.7 V (at an anode potential of 1.51 V) at 60 °C and 0.5 A cm<small><sup>−2</sup></small> exceeding 130 h of stable continuous operation.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 505-514"},"PeriodicalIF":0.0,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11791620/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143366930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hydrogen peroxide (H2O2) is an environment-friendly oxidant with wide applications in daily life and the chemical industry. The electrochemical production of H2O2 through the two-electron oxygen reduction (2e− ORR) process has the advantages of high safety, high energy-efficiency, and environmental sustainability. Prior investigations predominantly concentrated on the intrinsic properties of the catalysts, rather than the performance of the electrodes in real reactors. In this review, the aspects in cell design for H2O2 electrosynthesis will be discussed, including the surface and interface modifications for the carbon electrodes, and the reaction system design for practical H2O2 electrosynthesis, highlighting the critical needs in electrodes and reactors to enhance 2e− ORR performance. Additionally, this review will cover the applications of 2e− ORR integrated tandem systems for chemical synthesis. Finally, current challenges and prospects for future studies in H2O2 electrosynthesis will be presented.
{"title":"Aspects in cell design for H2O2 electrosynthesis and its integration in tandem systems†","authors":"Wenhao Chen, Chang Sun and Wenchao Sheng","doi":"10.1039/D4EY00232F","DOIUrl":"https://doi.org/10.1039/D4EY00232F","url":null,"abstract":"<p >Hydrogen peroxide (H<small><sub>2</sub></small>O<small><sub>2</sub></small>) is an environment-friendly oxidant with wide applications in daily life and the chemical industry. The electrochemical production of H<small><sub>2</sub></small>O<small><sub>2</sub></small> through the two-electron oxygen reduction (2e<small><sup>−</sup></small> ORR) process has the advantages of high safety, high energy-efficiency, and environmental sustainability. Prior investigations predominantly concentrated on the intrinsic properties of the catalysts, rather than the performance of the electrodes in real reactors. In this review, the aspects in cell design for H<small><sub>2</sub></small>O<small><sub>2</sub></small> electrosynthesis will be discussed, including the surface and interface modifications for the carbon electrodes, and the reaction system design for practical H<small><sub>2</sub></small>O<small><sub>2</sub></small> electrosynthesis, highlighting the critical needs in electrodes and reactors to enhance 2e<small><sup>−</sup></small> ORR performance. Additionally, this review will cover the applications of 2e<small><sup>−</sup></small> ORR integrated tandem systems for chemical synthesis. Finally, current challenges and prospects for future studies in H<small><sub>2</sub></small>O<small><sub>2</sub></small> electrosynthesis will be presented.</p>","PeriodicalId":72877,"journal":{"name":"EES catalysis","volume":" 3","pages":" 359-385"},"PeriodicalIF":0.0,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/ey/d4ey00232f?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143925351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}