On-the-fly closed-loop materials discovery via Bayesian active learning
Kusne, A. Gilad, Yu, Heshan, Wu, Changming, Zhang, Huairuo, Hattrick-Simpers, Jason, DeCost, Brian, Sarker, Suchismita, Oses, Corey, Toher, Cormac, Curtarolo, Stefano, Davydov, Albert V., Agarwal, Ritesh, Bendersky, Leonid A., Li, Mo, Mehta, Apurva, Takeuchi, Ichiro
Published in Nature communications (24.11.2020)
Published in Nature communications (24.11.2020)
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Journal Article
Phase selection motifs in High Entropy Alloys revealed through combinatorial methods: Large atomic size difference favors BCC over FCC
Kube, Sebastian Alexander, Sohn, Sungwoo, Uhl, David, Datye, Amit, Mehta, Apurva, Schroers, Jan
Published in Acta materialia (01.03.2019)
Published in Acta materialia (01.03.2019)
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Journal Article
Enhanced ferroelectricity in ultrathin films grown directly on silicon
Cheema, Suraj S, Kwon, Daewoong, Shanker, Nirmaan, Dos Reis, Roberto, Hsu, Shang-Lin, Xiao, Jun, Zhang, Haigang, Wagner, Ryan, Datar, Adhiraj, McCarter, Margaret R, Serrao, Claudy R, Yadav, Ajay K, Karbasian, Golnaz, Hsu, Cheng-Hsiang, Tan, Ava J, Wang, Li-Chen, Thakare, Vishal, Zhang, Xiang, Mehta, Apurva, Karapetrova, Evguenia, Chopdekar, Rajesh V, Shafer, Padraic, Arenholz, Elke, Hu, Chenming, Proksch, Roger, Ramesh, Ramamoorthy, Ciston, Jim, Salahuddin, Sayeef
Published in Nature (London) (23.04.2020)
Published in Nature (London) (23.04.2020)
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Journal Article
Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments
Ren, Fang, Ward, Logan, Williams, Travis, Laws, Kevin J, Wolverton, Christopher, Hattrick-Simpers, Jason, Mehta, Apurva
Published in Science advances (01.04.2018)
Published in Science advances (01.04.2018)
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Journal Article
Oxidation State and Surface Reconstruction of Cu under CO2 Reduction Conditions from In Situ X‑ray Characterization
Lee, Soo Hong, Lin, John C, Farmand, Maryam, Landers, Alan T, Feaster, Jeremy T, Avilés Acosta, Jaime E, Beeman, Jeffrey W, Ye, Yifan, Yano, Junko, Mehta, Apurva, Davis, Ryan C, Jaramillo, Thomas F, Hahn, Christopher, Drisdell, Walter S
Published in Journal of the American Chemical Society (20.01.2021)
Published in Journal of the American Chemical Society (20.01.2021)
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Journal Article
Coupling between oxygen redox and cation migration explains unusual electrochemistry in lithium-rich layered oxides
Gent, William E, Lim, Kipil, Liang, Yufeng, Li, Qinghao, Barnes, Taylor, Ahn, Sung-Jin, Stone, Kevin H, McIntire, Mitchell, Hong, Jihyun, Song, Jay Hyok, Li, Yiyang, Mehta, Apurva, Ermon, Stefano, Tyliszczak, Tolek, Kilcoyne, David, Vine, David, Park, Jin-Hwan, Doo, Seok-Kwang, Toney, Michael F, Yang, Wanli, Prendergast, David, Chueh, William C
Published in Nature communications (12.12.2017)
Published in Nature communications (12.12.2017)
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Journal Article
Discovery of LaAlO3 as an efficient catalyst for two-electron water electrolysis towards hydrogen peroxide
Baek, Jihyun, Jin, Qiu, Johnson, Nathan Scott, Jiang, Yue, Ning, Rui, Mehta, Apurva, Siahrostami, Samira, Zheng, Xiaolin
Published in Nature communications (25.11.2022)
Published in Nature communications (25.11.2022)
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Journal Article
Towards identifying the active sites on RuO2(110) in catalyzing oxygen evolution
Rao, Reshma R, Kolb, Manuel J, Niels Bendtsen Halck, Pedersen, Anders Filsøe, Mehta, Apurva, You, Hoydoo, Stoerzinger, Kelsey A, Feng, Zhenxing, Hansen, Heine A, Zhou, Hua, Giordano, Livia, Rossmeisl, Jan, Vegge, Tejs, Chorkendorff, Ib, Stephens, Ifan E L, Shao-Horn, Yang
Published in Energy & environmental science (01.01.2017)
Published in Energy & environmental science (01.01.2017)
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Journal Article
On-the-fly machine-learning for high-throughput experiments: search for rare-earth-free permanent magnets
Kusne, Aaron Gilad, Gao, Tieren, Mehta, Apurva, Ke, Liqin, Nguyen, Manh Cuong, Ho, Kai-Ming, Antropov, Vladimir, Wang, Cai-Zhuang, Kramer, Matthew J, Long, Christian, Takeuchi, Ichiro
Published in Scientific reports (15.09.2014)
Published in Scientific reports (15.09.2014)
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Journal Article
Complete pathologic response rate to neoadjuvant chemotherapy increases with increasing HER2/CEP17 ratio in HER2 overexpressing breast cancer: analysis of the National Cancer Database (NCDB)
Greenwell, Kathriena, Hussain, Lala, Lee, David, Bramlage, Matthew, Bills, Gordon, Mehta, Apurva, Jackson, Amie, Wexelman, Barbara
Published in Breast cancer research and treatment (01.06.2020)
Published in Breast cancer research and treatment (01.06.2020)
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Journal Article
Nitride or Oxynitride? Elucidating the Composition–Activity Relationships in Molybdenum Nitride Electrocatalysts for the Oxygen Reduction Reaction
Kreider, Melissa E, Stevens, Michaela Burke, Liu, Yunhzi, Patel, Anjli M, Statt, Michael J, Gibbons, Brenna M, Gallo, Alessandro, Ben-Naim, Micha, Mehta, Apurva, Davis, Ryan C, Ievlev, Anton V, Nørskov, Jens K, Sinclair, Robert, King, Laurie A, Jaramillo, Thomas F
Published in Chemistry of materials (14.04.2020)
Published in Chemistry of materials (14.04.2020)
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Journal Article
Can machine learning identify the next high-temperature superconductor? Examining extrapolation performance for materials discovery
Meredig, Bryce, Antono, Erin, Church, Carena, Hutchinson, Maxwell, Ling, Julia, Paradiso, Sean, Blaiszik, Ben, Foster, Ian, Gibbons, Brenna, Hattrick-Simpers, Jason, Mehta, Apurva, Ward, Logan
Published in Molecular systems design & engineering (08.10.2018)
Published in Molecular systems design & engineering (08.10.2018)
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Journal Article
Author Correction: Discovery of LaAlO3 as an efficient catalyst for two-electron water electrolysis towards hydrogen peroxide
Baek, Jihyun, Jin, Qiu, Johnson, Nathan Scott, Jiang, Yue, Ning, Rui, Mehta, Apurva, Siahrostami, Samira, Zheng, Xiaolin
Published in Nature communications (12.12.2022)
Published in Nature communications (12.12.2022)
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Journal Article
Finding a Needle in the Haystack: Identification of Functionally Important Minority Phases in an Operating Battery
Zhang, Kai, Ren, Fang, Wang, Xuelong, Hu, Enyuan, Xu, Yahong, Yang, Xiao-Qing, Li, Hong, Chen, Liquan, Pianetta, Piero, Mehta, Apurva, Yu, Xiqian, Liu, Yijin
Published in Nano letters (13.12.2017)
Published in Nano letters (13.12.2017)
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Journal Article
Giant magnetostriction in annealed Co1−xFex thin-films
Hunter, Dwight, Osborn, Will, Wang, Ke, Kazantseva, Nataliya, Hattrick-Simpers, Jason, Suchoski, Richard, Takahashi, Ryota, Young, Marcus L., Mehta, Apurva, Bendersky, Leonid A., Lofland, Sam E., Wuttig, Manfred, Takeuchi, Ichiro
Published in Nature communications (01.11.2011)
Published in Nature communications (01.11.2011)
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Journal Article
Phase stabilization and oxidation of a continuous composition spread multi-principal element (AlFeNiTiVZr)1−xCrx alloy
Ruiz-Yi, Benjamin, Williams, Travis, Bunn, Jonathan Kenneth, Ren, Fang, Hasan, Naila Al, Takeuchi, Ichiro, Hattrick-Simpers, Jason, Mehta, Apurva
Published in Journal of alloys and compounds (25.04.2021)
Published in Journal of alloys and compounds (25.04.2021)
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Journal Article
Strain- and thickness-dependent magnetic properties of epitaxial La0.67Sr0.33CoO3/La0.67Sr0.33MnO3 bilayers
Feng, Mingzhen, Ahlm, Nolan J., Kane, Alexander M., Chiu, I-Ting, Sasaki, Dayne Y., Shafer, Padraic, N'Diaye, Alpha T., Mehta, Apurva, Takamura, Yayoi
Published in Journal of applied physics (21.11.2022)
Published in Journal of applied physics (21.11.2022)
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Journal Article