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Santosh K. Suram

toyota research institute, los altos, ca 94022, usa

25H-index
93Paper Count
2.6KCitation Count
Published Papers 27
Publication Date
Active learning path-dependent properties using a cloud-based materials acceleration platform
err2025-11-04
err0
errOAAI
errDan Guevarra; Michael J. Statt; Kostiantyn Popovich; Brian A. Rohr; John M. Gregoire; Kevin Tran; Santosh K. Suram; Joel A. Haber; Willie Neiswanger
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Automated monitoring of electrocatalyst corrosion as a function of electrochemical history and electrolyte formulation
err2024-01-01
err0
errOAAI
errJenewein, Ken J.; Kan, Kevin; Guevarra, Dan; Jones, Ryan J. R.; Lai, Yungchieh; Suram, Santosh K.; Haber, Joel A.; Cherevko, Serhiy; Gregoire, John M.
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Event-driven data management with cloud computing for extensible materials acceleration platforms
err2024-01-01
err4
errOAAI
errStatt, Michael J.; Rohr, Brian A.; Guevarra, Dan; Suram, Santosh K.; Gregoire, John M.
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Autonomous laboratories for accelerated materials discovery: a community survey and practical insights
err2024-01-01
err3
errOAAI
errHung, Linda; Yager, Joyce A.; Monteverde, Danielle; Baiocchi, Dave; Kwon, Ha-Kyung; Sun, Shijing; Suram, Santosh
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The materials experiment knowledge graph
err2023-01-01
err8
errOAAI
errStatt, Michael J.; Rohr, Brian A.; Guevarra, Dan; Breeden, Ja'Nya; Suram, Santosh K.; Gregoire, John M.
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ESAMP: event-sourced architecture for materials provenance management and application to accelerated materials discovery
err2023-01-01
err3
errOAAI
errStatt, Michael J.; Rohr, Brian A.; Brown, Kris; Guevarra, Dan; Hummelshoj, Jens; Hung, Linda; Anapolsky, Abraham; Gregoire, John M.; Suram, Santosh K.
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Agents for sequential learning using multiple-fidelity data
err2022-03-18
err15
errOAAI
errPalizhati, Aini; Torrisi, Steven B.; Aykol, Muratahan; Suram, Santosh K.; Hummelshoj, Jens S.; Montoya, Joseph H.
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Toward autonomous materials research: Recent progress and future challenges
err2022-01-13
err27
PREAI
errMontoya, Joseph H.; Aykol, Muratahan; Anapolsky, Abraham; Gopal, Chirranjeevi B.; Herring, Patrick K.; Hummelshoj, Jens S.; Hung, Linda; Kwon, Ha-Kyung; Schweigert, Daniel; Sun, Shijing; Suram, Santosh K.; Torrisi, Steven B.; Trewartha, Amalie; Storey, Brian D.
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New challenges in oxygen reduction catalysis: a consortium retrospective to inform future research
err2022-01-01
err24
PREAI
errStevens, Michaela Burke; Anand, Megha; Kreider, Melissa E.; Price, Eliza K.; Zeledon, Jose Zamara; Wang, Liang; Peng, Jiayu; Li, Hao; Gregoire, John M.; Hummelshoj, Jens; Jaramillo, Thomas F.; Jia, Hongfei; Norskov, Jens K.; Roman-Leshkov, Yuriy; Shao-Horn, Yang; Storey, Brian D.; Suram, Santosh K.; Torrisi, Steven B.; Montoya, Joseph H.
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Machine learning-accelerated design and synthesis of polyelemental heterostructures
err2021-12-24
err74
errOAAI
errWahl, Carolin B.; Aykol, Muratahan; Swisher, Jordan H.; Montoya, Joseph H.; Suram, Santosh K.; Mirkin, Chad A.
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Quaternary Oxide Photoanode Discovery Improves the Spectral Response and Photovoltage of Copper Vanadates
errMATTER
IF17.5
err2020-11-01
err16
errOAAI
errZhou, Lan; Shinde, Aniketa; Newhouse, Paul F.; Guevarra, Dan; Wang, Yu; Lai, Yungchieh; Kan, Kevin; Suram, Santosh K.; Haber, Joel A.; Gregoire, John M.
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Random forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships
err2020-07-29
err115
errOAAI
errTorrisi, Steven B.; Carbone, Matthew R.; Rohr, Brian A.; Montoya, Joseph H.; Ha, Yang; Yano, Junko; Suram, Santosh K.; Hung, Linda
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Benchmarking the acceleration of materials discovery by sequential learning
err2020-01-01
err98
errOAAI
errRohr, Brian; Stein, Helge S.; Guevarra, Dan; Wang, Yu; Haber, Joel A.; Aykol, Muratahan; Suram, Santosh K.; Gregoire, John M.
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BEEP: A Python library for Battery Evaluation and Early Prediction
err2020-01-01
err31
errOAAI
errHerring, Patrick; Gopal, Chirranjeevi Balaji; Aykol, Muratahan; Montoya, Joseph H.; Anapolsky, Abraham; Attia, Peter M.; Gent, William; Hummelshoj, Jens S.; Hung, Linda; Kwon, Ha-Kyung; Moore, Patrick; Schweigert, Daniel; Severson, Kristen A.; Suram, Santosh; Yang, Zi; Braatz, Richard D.; Storey, Brian D.
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The Materials Research Platform: Defining the Requirements from User Stories
errMATTER
IF17.5
err2019-12-01
err22
errOAAI
errAykol, Muratahan; Hummelshoj, Jens S.; Anapolsky, Abraham; Aoyagi, Koutarou; Bazant, Martin Z.; Bligaard, Thomas; Braatz, Richard D.; Broderick, Scott; Cogswell, Daniel; Dagdelen, John; Drisdell, Walter; Garcia, Edwin; Garikipati, Krishna; Gavini, Vikram; Gent, William E.; Giordano, Livia; Gomes, Carla P.; Gomez-Bombarelli, Rafael; Gopal, Chirranjeevi Balaji; Gregoire, John M.; Grossman, Jeffrey C.; Herring, Patrick; Hung, Linda; Jaramillo, Thomas F.; King, Laurie; Kwon, Ha-Kyung; Maekawa, Ryosuke; Minor, Andrew M.; Montoya, Joseph H.; Mueller, Tim; Ophus, Colin; Rajan, Krishna; Ramprasad, Rampi; Rohr, Brian; Schweigert, Daniel; Shao-Horn, Yang; Suga, Yoshinori; Suram, Santosh K.; Viswanathan, Venkatasubramanian; Whitacre, Jay F.; Willard, Adam P.; Wodo, Olga; Wolverton, Chris; Storey, Brian D.
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Tracking materials science data lineage to manage millions of materials experiments and analyses
err2019-07-26
err41
errOAAI
errSoedarmadji, Edwin; Stein, Helge S.; Suram, Santosh K.; Guevarra, Dan; Gregoire, John M.
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Network analysis of synthesizable materials discovery
err2019-05-01
err73
errOAAI
errAykol, Muratahan; Hegde, Vinay I.; Hung, Linda; Suram, Santosh; Herring, Patrick; Wolverton, Chris; Hummelshoj, Jens S.
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Bi-Containing n-FeWO4 Thin Films Provide the Largest Photovoltage and Highest Stability for a Sub-2 eV Band Gap Photoanode
err2018-10-12
err21
errOAAI
errZhou, Lan; Shinde, Aniketa; Suram, Santosh K.; Stein, Helge S.; Bauers, Sage R.; Zakutayev, Andriy; DuChene, Joseph S.; Liu, Guiji; Peterson, Elizabeth A.; Neaton, Jeffrey B.; Gregoire, John M.
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Strategies for accelerating the adoption of materials informatics
err2018-09-10
err32
PREAI
errWard, Logan; Aykol, Muratahan; Blaiszik, Ben; Foster, Ian; Meredig, Bryce; Saal, James; Suram, Santosh
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Combinatorial alloying improves bismuth vanadate photoanodes via reduced monoclinic distortion
err2018-01-01
err24
errOAAI
errNewhouse, P. F.; Guevarra, D.; Umehara, M.; Reyes-Lillo, S. E.; Zhou, L.; Boyd, D. A.; Suram, S. K.; Cooper, J. K.; Haber, J. A.; Neaton, J. B.; Gregoire, J. M.
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