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个人简介

Education 2022 – 2023 Chief Sustainability Officer, Professional Certificate, Massachusetts Institute of Technology, US 1998 – 2002 Ph.D. Catalysis Engineering (cum laude), Delft University of Technology, Netherlands.Catalyzed N2O Activation: Promising (New) Catalysts for Abatement and Utilization. Advisors:Profs. F. Kapteijn and J.A. Moulijn 1993 – 1997 M.Sc. Chemical Engineering with highest distinction, University of Alicante, Spain Summary of Career 2024 – 2025 ExxonMobil Chair Visiting Chair Professor, National University of Singapore (NUS) 2019 – 2023 Isaac Manasseh Meyer Visiting Chair Professor, National University of Singapore 2010 – to date Full Professor of Catalysis Engineering, ETH Zurich, Switzerland 2005 – 2009 ICREA Professor and Group Leader, ICIQ, Tarragona, Spain 2005 – 2008 Associate Professor, Chemical Engineering, Universitat Rovira i Virgili, Tarragona, Spain 2003-2005 Senior scientist, Yara International, Porsgrunn, Norway 2002-2003 Scientist, Norsk Hydro, Porsgrunn, Norway

研究领域

Mission - Our research centers on the design of heterogeneous catalysts and reactor concepts devoted to sustainable technologies. The latter secures the efficient utilization of natural resources, the transition to renewables, reduced energy consumption and waste, and minimized environmental impact. Approach - The discovery and implementation of catalysts in industry requires the fundamental understanding of chemical and physical phenomena at length and time scales ranging over 10 orders of magnitude (play movie below). We strive for the establishment of structure-function relationships at different scales combining precision materials synthesis with advanced characterization and catalytic evaluation under relevant process conditions. Applications - We study challenging reactions of technological relevance with direct impact on society, including natural gas functionalization, carbon dioxide valorization, biomass to chemicals and fuels, and the manufacture of specialty chemicals.

近期论文

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Reactivity and mechanism of recoverable Pd1@C3N4 single-atom catalyst in Buchwald-Hartwig aminations G. Giannakakis, M.-E. Usteri, A. Bugaev, A. Ruiz-Ferrando, D. Faust Akl, N. Lopez, S. Fantasia, K. Püntener, J. Pérez-Ramírez, S. Mitchell ACS Catal. 2024, in press (doi:10.1021/acscatal.4c05134) One-tenth of the EU’s sustainable biomethane coupled with carbon capture and storage can enable net-zero ammonia production R. Istrate, A. Nabera, J. Pérez-Ramírez, G. Guillén-Gosálbez One Earth 2024, in press (doi:10.1016/j.oneear.2024.11.005) The role of metal nanostructure in ceria supported catalysts for ammonia oxidation to nitrous oxide I. Surin, Q. Yang, F. Krumeich, M. Agrachev, T. Otroshchenko, V.A. Kondratenko, E.V. Kondratenko, J. Pérez-Ramírez Chem Catal. 2024, 5, 101165 (doi:10.1016/j.checat.2024.101165) Precise size determination of supported catalyst nanoparticles via generative AI and scanning transmission electron microscopy H. Eliasson, A. Lothian, I. Surin, S. Mitchell, J. Pérez-Ramírez, R. Erni Small Methods 2024, 2401108 (doi:10.1002/smtd.202401108) CO2 electroreduction to long-chain hydrocarbons on cobalt catalysts P. Preikschas, J. Zhang, R.R. Seemakurthi, Z. Lian, A.J. Martín, S. Xi, F. Krumeich, H. Ma, Y. Zhou, N. López, B.S. Yeo, J. Pérez-Ramírez Adv. Energy Mater. 2024, in press (doi:10.1002/aenm.202401447) Electron paramagnetic resonance spectroscopy for the analysis of single-atom catalysts M. Agrachev, V. Giulimondi, I. Surin, S. Mitchell, G. Jeschke, J. Pérez-Ramírez Chem Catal. 2024, 4, 101136 (doi:10.1016/j.checat.2024.101136) Prospects of n-butanol production from carbon dioxide via ethanol dimerization C.H. Vo, J. Pérez-Ramírez, S. Farooq, I.A. Karimi ACS Sustain. Chem. Eng. 2024, 12, 14459-14471 (doi:10.1021/acssuschemeng.4c04769) Design principles of catalytic materials for CO2 hydrogenation to methanol T. Pinheiro Araújo, S. Mitchell, J. Pérez-Ramírez Adv. Mater. 2024, 36, 2409322 (doi:10.1002/adma.202409322, frontispiece) Convergent active site evolution in platinum single atom catalysts for acetylene hydrochlorination and implications for toxicity minimization V. Giulimondi, M. Vanni, S. Damir, T. Zou, S. Mitchell, F. Krumeich, A. Ruiz-Ferrando, N. López, J.J. Gata-Cuesta, G. Guillén-Gosálbez, J.J. Smit, P. Johnston, J. Pérez-Ramírez ACS Catal. 2024, 14, 13652-13664 (doi:10.1021/acscatal.4c03533, ) Environmental benefits of circular ethylene production from polymer waste C. Salah, R. Istrate, A. Bjørn, V. Tulus, J. Pérez-Ramírez, G. Guillén-Gosálbez ACS Sustain. Chem. Eng. 2024, 12, 13897-13906 (doi:10.1021/acssuschemeng.4c04241) Mechanochemically-derived iron atoms on defective boron nitride for stable propylene production G.M. Beshara, I. Surin, M. Agrachev, H. Eliasson, T. Otroshchenko, F. Krumeich, R. Erni, E.V. Kondratenko, J. Pérez-Ramírez EES Catal. 2024, 2, 1263-1276 (doi:10.1039/D4EY00123K, ) Understanding and controlling reactivity patterns of Pd1@C3N4-catalyzed Suzuki-Miyaura couplings M.E. Usteri, G. Giannakakis, A. Bugaev, J. Pérez-Ramírez, S. Mitchell ACS Catal. 2024, 14, 12635-12646 (doi:10.1021/acscatal.4c03531) Assessment of transport phenomena in catalyst effectiveness for chemical polyolefin recycling S.D. Jaydev, A.J. Martín, D. Garcia, K. Chikri, J. Pérez-Ramírez Nat. Chem. Eng. 2024, 1, 565-575 (doi:10.1038/s44286-024-00108-3, ) Active learning streamlines development of high performance catalysts for higher alcohol synthesis M. Suvarna, T. Zou, S.H. Chong, Y. Ge, A.J. Martín, J. Pérez-Ramírez Nat. Commun. 2024, 15, 5844 (doi:10.1038/s41467-024-50215-1) The need to integrate mass- and energy-based metrics with life cycle impacts for sustainable chemicals manufacture E. Lucas, A.J. Martín, S. Mitchell, A. Nabera, L.F. Santos, J. Pérez-Ramírez, G. Guillén-Gosálbez Green Chem. 2024, 26, 9300-9309 (doi:10.1039/D4GC00394B) Technology readiness and emerging prospects of coupled catalytic reactions for sustainable chemical value chains P. Preikschas, J. Pérez-Ramírez ChemSusChem 2024, 17, e202400865 (doi:10.1002/cssc.202400865) Defective zirconia promotes monometallic iron catalysts for higher alcohol synthesis Y. Ge, T. Zou, A.J. Martín, T. Block, R. Pöttgen, J. Pérez-Ramírez Chem Catal. 2024, 4, 101010 (doi:10.1016/j.checat.2024.101010) Integrating climate policies in the sustainability analysis of green chemicals A. Nabera, A.J. Martín, R. Istrate, J. Pérez-Ramírez, G. Guillén-Gosálbez Green Chem. 2024, 26, 6461-6469 (doi:10.1039/D4GC00392F) Low-nuclearity CuZn ensembles on ZnZrOx catalyze methanol synthesis from CO2 T. Pinheiro Araújo, G. Giannakakis, J. Morales-Vidal, M. Agrachev, Z. Ruiz-Bernal, P. Preikschas, T. Zou, F. Krumeich, P.O. Willi, W.J. Stark, R.N. Grass, G. Jeschke, S. Mitchell, N. López, J. Pérez-Ramírez Nat. Commun. 2024, 15, 3101 (doi:10.1038/s41467-024-47447-6) Droplet-based microfluidics reveals insights into cross‑coupling mechanisms over single‑atom heterogeneous catalysts T. Moragues, G. Giannakakis, A. Ruiz-Ferrando, C.N. Borca, T. Huthwelker, A. Bugaev, A.J. deMello, J. Pérez-Ramírez, S. Mitchell Angew. Chem. Int. Ed. 2024, 63, e202401056 (doi:10.1002/anie.202401056, ) The future of chemical sciences is sustainable S. Mitchell, A.J. Martín, G. Guillén-Gosálbez, J. Pérez-Ramírez Angew. Chem. Int. Ed. 2024, 63, e202318676 (doi:10.1002/anie.202318676) CO cofeeding affects product distribution in CH3Cl coupling over ZSM-5 zeolite: pressure twists the plot Z. Zhang, M. Vanni, X. Wu, P. Hemberger, A. Bodi, S. Mitchell, J. Pérez-Ramírez Angew. Chem. Int. Ed. 2024, 63, e202401060 (doi:10.1002/anie.202401060) Embracing data science in catalysis research M. Suvarna, J. Pérez-Ramírez Nat. Catal. 2024, 7, 624-635 (doi:10.1038/s41929-024-01150-3, ) Active learning based guided synthesis of engineered biochar for CO2 capture X. Yuan, M. Suvarna, J.Y. Lim, J. Pérez-Ramírez, X. Wang, Y.S. Ok Environ. Sci. Technol. 2024, 58, 6628−6636 (doi:10.1021/acs.est.3c10922, ) Design of technical ZnO/ZrO2 catalysts for CO2 hydrogenation to green methanol T. Zou, T. Pinheiro Araújo, M. Agrachev, X. Jin, F. Krumeich, G. Jeschke, S. Mitchell, J. Pérez-Ramírez J. Catal. 2024, 430, 115344 (doi:10.1016/j.jcat.2024.115344) Consumer grade polyethylene recycling via hydrogenolysis on ultrafine supported ruthenium nanoparticles S.D. Jaydev, A.J. Martín, M.E. Usteri, K. Chikri, H. Eliasson, R. Erni, J. Pérez-Ramírez Angew. Chem. Int. Ed. 2024, 63, e202317526 (doi:10.1002/anie.202317526) CO2 electroreduction to syngas with tunable composition in an artificial leaf F.L.P. Veenstra, T. Cibaka, A.J. Martín, D. Weigand, J. Kirchhoff, V. Smirnov, T. Merdzhanova, J. Pérez-Ramírez ChemSusChem 2024, 17, e202400133 (doi:10.1002/cssc.202301398, ) Quantitative description of metal center organization and interactions in single atom catalysts K. Rossi, A. Ruiz-Ferrando, D. Faust Akl, V. Gimenez Abalos, J. Heras-Domingo, R. Graux, X. Hai, J. Lu, D. Garcia-Gasulla, N. López, J. Pérez-Ramírez, S. Mitchell Adv. Mater. 2024, 36, 2307991 (doi:10.1002/adma.202307991) Transcending scales in catalysis for sustainable development S. Mitchell, A.J. Martín, J. Pérez-Ramírez Nat. Chem. Eng. 2024, 1, 13-15 (doi:10.1038/s44286-023-00005-1) Language models and protocol standardization guidelines for accelerating synthesis planning in heterogeneous catalysis M. Suvarna, A.C. Vaucher, S. Mitchell, T. Laino, J. Pérez-Ramírez Nat. Commun. 2023, 14, 7964 (doi:10.1038/s41467-023-43836-5) Lattice-stabilized chromium atoms on ceria for N2O synthesis Q. Yang, I. Surin, J. Geiger, H. Eliasson, M. Agrachev, V.A. Kondratenko, A. Zanina, F. Krumeich, G. Jeschke, R. Erni, E.V. Kondratenko, N. Lopez, J. Pérez-Ramírez ACS Catal. 2023, 13, 15977-15990 (doi:10.1021/acscatal.3c04463) Reaction environment design for multigram synthesis via Sonogashira coupling over heterogeneous palladium single-atom catalysts D. Poier, D. Faust Akl, E. Lucas, A. Rodrigues Machado, G. Giannakakis, S. Mitchell, G. Guillén-Gosálbez, R. Marti, J. Pérez-Ramírez ACS Sustain. Chem. Eng. 2023, 11, 16935-16945 (doi:10.1021/acssuschemeng.3c04183) Direct electroreduction of carbonate to formate H. Ma, E. Ibáñez-Alé, R. Ganganahalli, J. Pérez-Ramírez, N. Lopez, B.S. Yeo J. Am. Chem. Soc. 2023, 145, 24707-24716 (doi:10.1021/jacs.3c08079) Evidence of bifunctionality of carbons and metal atoms in catalyzed acetylene hydrochlorination V. Giulimondi, A. Ruiz-Ferrando, G. Giannakakis, I. Surin, M. Agrachev, G. Jeschke, F. Krumeich, N. López, A.H. Clark, J. Pérez-Ramírez Nat. Commun. 2023, 14, 5557 (doi:10.1038/s41467-023-41344-0) Geminal atom catalysis for cross-coupling X. Hai, Y. Zheng, Q. Yu, N. Guo, S. Xi, X. Zhao, S. Mitchell, X. Luo, V. Tulus, M. Wang, X. Sheng, L. Ren, X. Long, J. Li, P. He, H. Lin, Y. Cui, X. Peng, J. Shi, J. Wu, C. Zhang, R. Zou, G. Guillén-Gosálbez, J. Pérez-Ramírez, M.J. Koh, Y. Zhu, J. Li, J. Lu Nature 2023, 622, 754-760 (doi:10.1038/s41586-023-06529-z) Economic and environmental competitiveness of ethane-based technologies for vinyl chloride synthesis J.D. Medrano-García, V. Giulimondi, A. Ceruti, G. Zichittella, J. Pérez-Ramírez, G. Guillén-Gosálbez ACS Sustain. Chem. Eng. 2023, 11, 13062-13069 (doi:10.1021/acssuschemeng.3c03006) Recent advances in heterogeneous single-cluster catalysis X. Li, S. Mitchell, Y. Fang, J. Li, J. Pérez-Ramírez, J. Lu Nat. Rev. Chem. 2023, 7, 754–767 (doi:10.1038/s41570-023-00540-8) ZrO2-promoted Cu-Co, Cu-Fe and Co-Fe catalysts for higher alcohol synthesis Y. Ge, T. Zou, A.J. Martín, J. Pérez-Ramírez ACS Catal. 2023, 13, 9946-9959 (doi:10.1021/acscatal.3c02534) Reaction-induced metal-metal oxide interactions in Pd-In2O3/ZrO2 catalysts drive selective and stable CO2 hydrogenation to methanol T. Pinheiro Araújo, J. Morales-Vidal, G. Giannakakis, C. Mondelli, H. Eliasson, R. Erni, J.A. Stewart, S. Mitchell, N. López, J. Pérez-Ramírez Angew. Chem. Int. Ed. 2023, 62, e202306563 (doi:10.1002/anie.202306563) NMR-based quantification of liquid products in CO2 electroreduction on phosphate-derived nickel catalysts P. Preikschas, A.J. Martín, B.S. Yeo, and J. Pérez-Ramírez Commun. Chem. 2023, 6, 147 (doi:10.1038/s42004-023-00948-9) Energy crisis in Europe enhances the sustainability of green chemicals A. Nabera, I.R. Istrate, A.J. Martín, J. Pérez-Ramírez, G. Guillén-Gosálbez Green Chem. 2023, 25, 6603-6611 (doi:10.1039/D3GC01053H, ) Selective hydrogenolysis of 5-hydroxymethylfurfural to 5-methylfurfural over Au/TiO2 L. Dong, J. Morales-Vidal, L. Mu, L. Li, N. López, J. Pérez-Ramírez, Z. Chen Appl. Catal. B 2023, 335, 122893 (doi:10.1016/j.apcatb.2023.122893) Selectivity control in palladium-catalyzed CH2Br2 hydrodebromination on carbon-based materials by nuclearity and support engineering M. Vanni, V. Giulimondi, A. Ruiz-Ferrando, F. Krumeich, A. Clark, S. Mitchell, N. Lopez, J. Pérez-Ramírez ACS Catal. 2023, 13, 5828-5840 (doi:10.1021/acscatal.2c06394) Environmental and economic potential of decentralised electrocatalytic ammonia synthesis powered by solar energy S.C. D’Angelo, A.J. Martín, S. Cobo, D. Freire Ordóñez, G. Guillén-Gosálbez, J. Pérez-Ramírez Energy Environ. Sci. 2023, 16, 3314-3330 (doi:10.1039/D2EE02683J) Reaction-induced formation of stable mononuclear Cu(I)Cl species on carbon for low-footprint vinyl chloride production D. Faust Akl, G. Giannakakis, A. Ruiz-Ferrando, M. Agrachev, J.D. Medrano-García, G. Guillén-Gosálbez, G. Jeschke, A.H. Clark, O.V. Safonova, S. Mitchell, N. López, J. Pérez-Ramírez Adv. Mater. 2023, 35, 2211464 (doi:10.1002/adma.202211464) Absolute environmental sustainability assessment of renewable dimethyl ether fuelled heavy-duty trucks M.A. Charalambous, V. Tulus, M.W. Ryberg, J. Pérez-Ramírez, G. Guillén-Gosálbez Sustain. Energy Fuels 2023, 7, 1930-1941 (doi:10.1039/D2SE01409B) Low‑valent manganese atoms stabilized on ceria for nitrous oxide synthesis I. Surin, Z. Tang, J. Geiger, S. Damir, H. Eliasson, M. Agrachev, F. Krumeich, S. Mitchell, V.A. Kondratenko, E.V. Kondratenko, G. Jeschke, R. Erni, N. López, J. Pérez-Ramírez Adv. Mater. 2023, 35, 2211260 (doi:10.1002/adma.202211260) Identifying selective catalysts in polypropylene hydrogenolysis by decoupling scission pathways S.D. Jaydev, M.E. Usteri, A.J. Martín, J.Pérez-Ramírez Chem. Catal. 2023, 3, 100564 (doi:10.1016/j.checat.2023.100564, ) An artificial leaf device built with earth-abundant materials for combined H2 production and storage as formate with efficiency > 10% C. Ampelli, D. Giusi, M. Miceli, T. Merdzhanov, V. Smirnov, U. Chime, O. Astakhov, A.J. Martín, F.L.P. Veenstra, F.A. Garcés Pineda, J. González-Cobos, M. García-Tecedor, S. Giménez, W. Jaegermann, G. Centi, J. Pérez-Ramírez, J.R. Galán-Mascarós, S. Perathoner Energy Environ. Sci. 2023, 16, 1644-1661 (doi:10.1039/D2EE03215E) Unraveling radical and oxygenate routes in the oxidative dehydrogenation of propane over boron nitride Z. Zhang, J. Tian, X. Wu, I. Surin, J. Pérez-Ramírez, P. Hemberger, A. Bodi J. Am. Chem. Soc. 2023, 145, 7910-7917 (doi:10.1021/jacs.2c12970, ) Challenges and opportunities in engineering the electronic structure of single-atom catalysts V. Giulimondi, S. Mitchell, J. Pérez-Ramírez ACS Catal. 2023, 13, 2981-2997 (doi:10.1021/acscatal.2c05992, ) Design of flame-made ZnZrOx catalysts for sustainable methanol synthesis from CO2 T. Pinheiro Araújo, J. Morales-Vidal, T. Zou, M. Agrachev, S. Verstraeten, P.O. Willi, R.N. Grass, G. Jeschke, S. Mitchell, N. López, J. Pérez-Ramírez Adv. Energy Mater. 2023, 13, 2204122 (doi:10.1002/aenm.202204122, ) Environmental sustainability assessment of hydrogen from waste polymers C. Salah, S. Cobo, J. Pérez-Ramírez, G. Guillén-Gosálbez ACS Sustain. Chem. Eng. 2023, 11, 3238-3247 (doi:10.1021/acssuschemeng.2c05729) Chlorine-promoted copper catalysts for CO2 electroreduction into highly reduced products T. Zou, F.L.P. Veenstra, E. Ibáñez-Alé, R. García-Muelas, G. Zichittella, A.J. Martín, N. López, J. Pérez-Ramírez Cell Rep. Phys. Sci. 2023, 4, 101294 (doi:10.1016/j.xcrp.2023.101294, ) Tuning oxygen vacancies in Bi4Ti3O12 nanosheets to boost piezo-photocatalytic activity Q. Tang, J. Wu, X.-Z. Chen, R. Sanchis-Gual, A. Veciana, C. Franco, D. Kim, I. Surin, J. Pérez-Ramírez, A. Terzopoulou, N. Qin, M. Vukomanovic, B.J. Nelson, J. Puigmartí-Luis, S. Pané Nano Energy 2023, 108, 108202 (doi:10.1016/j.nanoen.2023.108202) Droplet-based microfluidics platform for the synthesis of single-atom heterogeneous catalysts T. Moragues, S. Mitchell, D. Faust Akl, J. Pérez-Ramírez, A. deMello Small Structures 2023, 4, 2200284 (doi:10.1002/sstr.202200284, ) Trade-offs between sustainable development goals in carbon capture and utilisation I. Ioannou, Á. Galán-Martín, J. Pérez-Ramírez, G. Guillén-Gosálbez Energy Environ. Sci. 2023, 16, 113-124 (doi:10.1039/D2EE01153K) Identifying descriptors for promoted rhodium-based catalysts for higher alcohol synthesis via machine learning M. Suvarna, P. Preikschas, J. Pérez-Ramírez ACS Catal. 2022, 12, 15373-15385 (doi:10.1021/acscatal.2c04349) Flame-made ternary Pd-In2O3-ZrO2 catalyst with enhanced oxygen vacancy generation for CO2 hydrogenation to methanol T. Pinheiro Araújo, C. Mondelli, M. Agrachev, T. Zou, P.O. Willi, K.M. Engel, R.N. Grass, W.J. Stark, O.V. Safonova, G. Jeschke, S. Mitchell, J. Pérez-Ramírez Nat. Commun. 2022, 13, 5610 (doi:10.1038/s41467-022-33391-w) Photoionization reveals catalytic mechanisms A. Bodi, P. Hemberger, J. Pérez-Ramírez Nat. Catal. 2022, 5, 850-851 (doi:10.1038/s41929-022-00847-7) Catalytic synergies in bimetallic Ru-Pt single atom catalysts via speciation control V. Giulimondi, A. Ruiz-Ferrando, A.H. Clark, S.K. Kaiser, F. Krumeich, A.J. Martín, N. López, J. Pérez-Ramírez Adv. Funct. Mater. 2022, 32, 2206513 (doi:10.1002/adfm.202206513) Prospects of producing higher alcohols from carbon dioxide: a process system engineering perspective C.H. Vo, J. Pérez-Ramírez, S. Farooq, I.A. Karimi ACS Sustain. Chem. Eng. 2022, 10, 11875-11884 (doi:10.1021/acssuschemeng.2c02810) Transfer hydrogenation with a carbon-nitride-supported palladium single-atom photocatalyst and water as a proton source E. Zhao, M. Li, B. Xu, X. Wang, Y. Jing, D. Ma, S. Mitchell, J. Pérez-Ramírez, Z. Chen Angew. Chem. Int. Ed. 2022, 61, e202207410 (doi:10.1002/anie.202207410) Unifying views on catalyst deactivation A.J. Martín, S. Mitchell, C. Mondelli, S. Jaydev, J. Pérez-Ramírez Nat. Catal. 2022, 5, 854-866 (doi:10.1038/s41929-022-00842-y) A review of computational modeling techniques for wet waste valorization: research trends and future perspectives J. Li, M. Suvarna, L. Li, L. Pan, J. Pérez-Ramírez, Y.S. Ok, X. Wang J. Clean. Prod. 2022, 367, 133025 (doi:10.1016/j.jclepro.2022.133025) Assessing the environmental benefit of palladium-based single-atom heterogeneous catalysts for Sonogashira coupling D. Faust Akl, D. Poier, S.C. D’Angelo, T. Pinheiro Araújo, V. Tulus, O.V. Safonova, S. Mitchell, R. Marti, G. Guillén-Gosálbez, J. Pérez-Ramírez Green Chem. 2022, 24, 6879-6888 (doi:10.1039/d2gc01853e) Elucidation of metal local environments in single-atom catalysts based on carbon nitrides S. Büchele, A. Yakimov, S.M. Collins, A. Ruiz-Ferrando, Z. Chen, E. Willinger, D.M. Kepaptsoglou, Q.M. Ramasse, C.R. Müller, O.V. Safonova, N. López, C. Copéret, J. Pérez-Ramírez, S. Mitchell Small 2022, 18, 2202080 (doi:10.1002/smll.202202080) Elucidation of radical- and oxygenate-driven paths in zeolite-catalyzed conversion of methanol and methyl chloride to hydrocarbons A. Cesarini, S. Mitchell, G. Zichittella, M. Agrachev, S.P. Schmid, G. Jeschke, Z. Pan, A. Bodi, P. Hemberger, J. Pérez-Ramírez Nat. Catal. 2022, 5, 605-614 (doi:10.1038/s41929-022-00808-0) A generalized machine learning framework to predict the space-time yield of methanol from thermocatalytic CO2 hydrogenation M. Suvarna, T. Pinheiro Araújo, J. Pérez-Ramírez Appl. Catal. B 2022, 315, 121530 (doi:10.1016/j.apcatb.2022.121530) Long-chain hydrocarbons via CO2 electroreduction enabled by polarized nickel catalysts Y. Zhou, A.J. Martín, F. Dattila, S. Xi, N. López, J. Pérez-Ramírez, B.S. Yeo Nat. Catal. 2022, 5, 545-554 (doi:10.1038/s41929-022-00803-5) Automated image analysis for single-atom detection in catalytic materials by transmission electron microscopy S. Mitchell, F. Parés, D. Faust Akl, S. Collins, D. Kepaptsoglou, Q. Ramasse, D. Garcia-Gasulla, J. Pérez-Ramírez, N. López J. Am. Chem. Soc. 2022, 144, 8018-8029 (doi:10.1021/jacs.1c12466) Performance descriptors of nanostructured metal catalysts for acetylene hydrochlorination S.K. Kaiser, E. Fako, I. Surin, F. Krumeich, V.A. Kondratenko, E.V. Kondratenko, A.H. Clark, N. López, J. Pérez-Ramírez Nat. Nanotechnol. 2022, 17, 606-612 (doi:10.1038/s41565-022-01105-4) Ceria-supported gold nanoparticles as a superior catalyst for nitrous oxide production via ammonia oxidation Z. Tang, I. Surin, A. Rasmussen, F. Krumeich, E.V. Kondratenko, V.A. Kondratenko, J. Pérez-Ramírez Angew. Chem. Int. Ed. 2022, 61, e202200772 (doi:10.1002/anie.202200772) Controlled formation of dimers and spatially isolated atoms in bimetallic Au-Ru catalysts via carbon host functionalization V. Giulimondi, S.K. Kaiser, A.J. Martín, S. Büchele, F. Krumeich, A.H. Clark, J. Pérez-Ramírez Small 2022, 18, 2200224 (doi:10.1002/smll.202200224) A step forward for PVC manufacture from natural gas G. Zichittella, A.P. Ceruti, G. Guillén-Gosálbez, J. Pérez-Ramírez Chem 2022, 8, 883-889 (doi:10.1016/j.chempr.2022.02.012) Flame spray pyrolysis as a synthesis platform to assess metal promotion in In2O3-catalyzed CO2 hydrogenation T. Pinheiro Araújo, J. Morales-Vidal, T. Zou, R. García-Muelas, P.O. Willi, K.M. Engel, O.V. Safonova, D. Faust Akl, F. Krumeich, R.N. Grass, C. Mondelli, N. López, J. Pérez-Ramírez Adv. Energy Mater. 2022, 12, 2103707 (doi:10.1002/aenm.202103707, ) Single-atom heterogeneous catalysts for sustainable organic synthesis G. Giannakakis, S. Mitchell, J. Pérez-Ramírez Trends Chem. 2022, 4, 264-276 (doi:10.1016/j.trechm.2022.01.008) Natural wood-based catalytic membrane microreactors for continuous hydrogen generation K. Tu, S. Büchele, S. Mitchell, L. Stricker, C. Liu, C. Goldhahn, J. Allaz, Y. Ding, R. Günther, Z. Zhang, J. Sun, S. Stucki, G. 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