Electrochemical Stability of Metastable Materials
Singh, Arunima K, Zhou, Lan, Shinde, Aniketa, Suram, Santosh K, Montoya, Joseph H, Winston, Donald, Gregoire, John M, Persson, Kristin A
Published in Chemistry of materials (12.12.2017)
Published in Chemistry of materials (12.12.2017)
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Journal Article
High Throughput Light Absorber Discovery, Part 1: An Algorithm for Automated Tauc Analysis
Suram, Santosh K, Newhouse, Paul F, Gregoire, John M
Published in ACS combinatorial science (14.11.2016)
Published in ACS combinatorial science (14.11.2016)
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Journal Article
Benchmarking the acceleration of materials discovery by sequential learning
Rohr, Brian, Stein, Helge S, Guevarra, Dan, Wang, Yu, Haber, Joel A, Aykol, Muratahan, Suram, Santosh K, Gregoire, John M
Published in Chemical science (Cambridge) (11.03.2020)
Published in Chemical science (Cambridge) (11.03.2020)
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Journal Article
Network analysis of synthesizable materials discovery
Aykol, Muratahan, Hegde, Vinay I., Hung, Linda, Suram, Santosh, Herring, Patrick, Wolverton, Chris, Hummelshøj, Jens S.
Published in Nature communications (01.05.2019)
Published in Nature communications (01.05.2019)
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Journal Article
Solar fuels photoanode materials discovery by integrating high-throughput theory and experiment
Yan, Qimin, Yu, Jie, Suram, Santosh K., Zhou, Lan, Shinde, Aniketa, Newhouse, Paul F., Chen, Wei, Li, Guo, Persson, Kristin A., Gregoire, John M., Neaton, Jeffrey B.
Published in Proceedings of the National Academy of Sciences - PNAS (21.03.2017)
Published in Proceedings of the National Academy of Sciences - PNAS (21.03.2017)
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Journal Article
Random forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships
Torrisi, Steven B., Carbone, Matthew R., Rohr, Brian A., Montoya, Joseph H., Ha, Yang, Yano, Junko, Suram, Santosh K., Hung, Linda
Published in npj computational materials (29.07.2020)
Published in npj computational materials (29.07.2020)
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Journal Article
New challenges in oxygen reduction catalysis: a consortium retrospective to inform future research
Stevens, Michaela Burke, Anand, Megha, Kreider, Melissa E, Price, Eliza K, Zeledón, José Zamara, Wang, Liang, Peng, Jiayu, Li, Hao, Gregoire, John M, Hummelshj, Jens, Jaramillo, Thomas F, Jia, Hongfei, Nørskov, Jens K, Roman-Leshkov, Yuriy, Shao-Horn, Yang, Storey, Brian D, Suram, Santosh K, Torrisi, Steven B, Montoya, Joseph H
Published in Energy & environmental science (14.09.2022)
Published in Energy & environmental science (14.09.2022)
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Journal Article
Agents for sequential learning using multiple-fidelity data
Palizhati, Aini, Torrisi, Steven B., Aykol, Muratahan, Suram, Santosh K., Hummelshøj, Jens S., Montoya, Joseph H.
Published in Scientific reports (18.03.2022)
Published in Scientific reports (18.03.2022)
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Journal Article
Machine learning-accelerated design and synthesis of polyelemental heterostructures
Wahl, Carolin B, Aykol, Muratahan, Swisher, Jordan H, Montoya, Joseph H, Suram, Santosh K, Mirkin, Chad A
Published in Science advances (24.12.2021)
Published in Science advances (24.12.2021)
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Journal Article
Automated monitoring of electrocatalyst corrosion as a function of electrochemical history and electrolyte formulation
Jenewein, Ken J, Kan, Kevin, Guevarra, Dan, Jones, Ryan J R, Lai, Yungchieh, Suram, Santosh K, Haber, Joel A, Cherevko, Serhiy, Gregoire, John M
Published in Chemical communications (Cambridge, England) (29.08.2024)
Published in Chemical communications (Cambridge, England) (29.08.2024)
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Journal Article
Automated Phase Mapping with AgileFD and its Application to Light Absorber Discovery in the V–Mn–Nb Oxide System
Suram, Santosh K, Xue, Yexiang, Bai, Junwen, Le Bras, Ronan, Rappazzo, Brendan, Bernstein, Richard, Bjorck, Johan, Zhou, Lan, van Dover, R. Bruce, Gomes, Carla P, Gregoire, John M
Published in ACS combinatorial science (09.01.2017)
Published in ACS combinatorial science (09.01.2017)
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Journal Article
Stability and self-passivation of copper vanadate photoanodes under chemical, electrochemical, and photoelectrochemical operation
Zhou, Lan, Yan, Qimin, Yu, Jie, Jones, Ryan J R, Becerra-Stasiewicz, Natalie, Suram, Santosh K, Shinde, Aniketa, Guevarra, Dan, Neaton, Jeffrey B, Persson, Kristin A, Gregoire, John M
Published in Physical chemistry chemical physics : PCCP (14.04.2016)
Published in Physical chemistry chemical physics : PCCP (14.04.2016)
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Journal Article
Generating Information-Rich High-Throughput Experimental Materials Genomes using Functional Clustering via Multitree Genetic Programming and Information Theory
Suram, Santosh K, Haber, Joel A, Jin, Jian, Gregoire, John M
Published in ACS combinatorial science (13.04.2015)
Published in ACS combinatorial science (13.04.2015)
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Journal Article
High-Throughput Bubble Screening Method for Combinatorial Discovery of Electrocatalysts for Water Splitting
Xiang, Chengxiang, Suram, Santosh K, Haber, Joel A, Guevarra, Dan W, Soedarmadji, Ed, Jin, Jian, Gregoire, John M
Published in ACS combinatorial science (10.02.2014)
Published in ACS combinatorial science (10.02.2014)
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Journal Article
The materials experiment knowledge graph
Statt, Michael J, Rohr, Brian A, Guevarra, Dan, Breeden, Ja'Nya, Suram, Santosh K, Gregoire, John M
Published in Digital discovery (08.08.2023)
Published in Digital discovery (08.08.2023)
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Journal Article
The Materials Provenance Store
Statt, Michael J., Rohr, Brian A., Guevarra, Dan, Suram, Santosh K., Morrell, Thomas E., Gregoire, John M.
Published in Scientific data (06.04.2023)
Published in Scientific data (06.04.2023)
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Journal Article
Discovery and Characterization of a Pourbaix-Stable, 1.8 eV Direct Gap Bismuth Manganate Photoanode
Newhouse, Paul F, Reyes-Lillo, Sebastian E, Li, Guo, Zhou, Lan, Shinde, Aniketa, Guevarra, Dan, Suram, Santosh K, Soedarmadji, Edwin, Richter, Matthias H, Qu, Xiaohui, Persson, Kristin, Neaton, Jeffrey B, Gregoire, John M
Published in Chemistry of materials (12.12.2017)
Published in Chemistry of materials (12.12.2017)
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Journal Article
Event-driven data management with cloud computing for extensible materials acceleration platforms
Statt, Michael J, Rohr, Brian A, Guevarra, Dan, Suram, Santosh K, Gregoire, John M
Published in Digital discovery (14.02.2024)
Published in Digital discovery (14.02.2024)
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Journal Article