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Materials Genes of Heterogeneous Catalysis from Clean Experiments and Artificial Intelligence

Lucas Foppa, Luca Ghiringhelli, Frank Girgsdies, Maike Hashagen, Pierre Kube, Michael Hävecker, Spencer J. Carey, Andrey Tarasov, Peter Kraus, Frank Rosowski, Robert Schlögl, Annette Trunschke, Matthias Scheffler

Version 1 posted 17 February 2021

402

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Catalysis

Working Paper

Learning design rules for selective oxidation catalysts from high-throughput experimentation and artificial intelligence

Lucas Foppa, Christopher Sutton, Luca M. Ghiringhelli, Sandip De, Patricia Löser, Stephan Schunk, Ansgar Schaefer, Matthias Scheffler

Version 1 posted 21 October 2021

666

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Catalysis

Working Paper

Materials Genes of CO2 Hydrogenation on Supported Cobalt Catalysts: an AI Approach Integrating Theoretical and Experimental Data

Ray Miyazaki, Kendra S. Belthle, Harun Tüysüz, Lucas Foppa, Matthias Scheffler

Version 1 posted 17 November 2023

305

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Catalysis

Working Paper

Data-centric heterogeneous catalysis: identifying rules and materials genes of alkane selective oxidation

Lucas Foppa, Frederik Rüther, Michael Geske, Gregor Koch, Frank Girgsdies, Pierre Kube, Spencer Carey, Michael Hävecker, Olaf Timpe, Andrey Tarasov, Matthias Scheffler, Frank Rosowski, Robert Schlögl, Annette Trunschke

Version 1 posted 31 October 2022

350

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Catalysis

Working Paper

CO Oxidation Catalyzed by Perovskites: The Role of Crystallographic Distortions Highlighted by Systematic Experiments and AI

Giulia Bellini, Frank Girgsdies, Gregor Koch, Spencer J. Carey, Olaf Timpe, Gudrun Auffermann, Matthias Scheffler, Robert Schlögl, Lucas Foppa, Annette Trunschke

Version 1 posted 15 April 2024

59

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Materials Science

Review

Roadmap on Data-Centric Materials Science

Matthias Scheffler, Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blum, Mario Boley, Christian Carbogno, C. Richard A. Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Ádám Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M. Ghiringhelli, Sajal K. Giri, Anton Gladyshev, Pawan Goyal, Jason Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad S. Khorrami, Christoph Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H. Liebscher, Andrew J. Logsdail, Zhongwei Lu, Felix Luong, Andreas Marek, Florian Merz, Jaber R. Mianroodi, Jörg Neugebauer, Zongrui Pei, Thomas A. R. Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan-Michael Rost, James Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, Alaukik Saxena, Luigi Sbailò, Markus Scheidgen, Marcel Schloz, Daniel F. Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, R. Patrick Xian, Yi Yao, Junqi Yin, Meng Zhao

Version 4 posted 01 March 2024

1,039

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6 results in Lucas Foppa in Authors: Lucas Foppa

Materials Genes of Heterogeneous Catalysis from Clean Experiments and Artificial Intelligence

Learning design rules for selective oxidation catalysts from high-throughput experimentation and artificial intelligence

Materials Genes of CO2 Hydrogenation on Supported Cobalt Catalysts: an AI Approach Integrating Theoretical and Experimental Data

Data-centric heterogeneous catalysis: identifying rules and materials genes of alkane selective oxidation

CO Oxidation Catalyzed by Perovskites: The Role of Crystallographic Distortions Highlighted by Systematic Experiments and AI

Roadmap on Data-Centric Materials Science

6 results in Authors: Lucas Foppa