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Muratahan Aykol

Toyota Motor Corporation

40H-index
136Paper Count
1.5WCitation Count
Published Papers 64
Publication Date
Tailored Ordering Enables High-Capacity Cathode Materials
err2025-10-01
err0
errOAAI
errLiu, Tzu-chen; Salgado-Casanova, Adolfo; Yubuchi, So; Baldassarri, Bianca; Aykol, Muratahan; Yoshida, Jun; Yamasaki, Hisatsugu; Zhu, Yizhou; Torrisi, Steven B.; Wolverton, Chris
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Predicting emergence of crystals from amorphous precursors with deep learning potentials
err2024-12-18
err0
errOAAI
errAykol, Muratahan; Merchant, Amil; Batzner, Simon; Wei, Jennifer N.; Cubuk, Ekin Dogus
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Efficient Exploratory Synthesis of Quaternary Cesium Chlorides Guided by In Silico Predictions
err2024-10-16
err0
errOAAI
errMiura, Akira; Aykol, Muratahan; Kozaki, Shumma; Moriyoshi, Chikako; Kobayashi, Shintaro; Kawaguchi, Shogo; Lee, Chul-Ho; Wang, Yongming; Merchant, Amil; Batzner, Simon; Kageyama, Hiroshi; Tadanaga, Kiyoharu; Kohli, Pushmeet; Cubuk, Ekin Dogus
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Lithium Transport in Crystalline and Amorphous Cathode Coatings for Li-Ion Batteries
err2024-10-07
err0
PREAI
errLu, Zhi; Hao, Shiqiang; Aykol, Muratahan; Yao, Zhenpeng; Wolverton, Christopher
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How the AI-assisted discovery and synthesis of a ternary oxide highlights capability gaps in materials science
err2024-01-01
err1
errOAAI
errMontoya, Joseph H.; Grimley, Carolyn; Aykol, Muratahan; Ophus, Colin; Sternlicht, Hadas; Savitzky, Benjamin H.; Minor, Andrew M.; Torrisi, Steven B.; Goedjen, Jackson; Chung, Ching-Chang; Comstock, Andrew H.; Sun, Shijing
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Scaling deep learning for materials discovery
errNATURE
IF48.5
err2023-11-29
err210
errOAAI
errMerchant, Amil; Batzner, Simon; Schoenholz, Samuel S.; Aykol, Muratahan; Cheon, Gowoon; Cubuk, Ekin Dogus
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Principles of the Battery Data Genome (vol 7, pg 238,2023)
errJOULE
IF35.4
err2023-01-01
err0
errOAAI
errWard, Logan; Barbinec, Susan; Dufek, Eric J.; Howey, David A.; Viswanathan, Venkatasubramanian; Aykol, Muratahan; Beck, David A. C.; Blaiszik, Benjamin; Chen, Bor-Rong; Crabtree, George; Clark, Simon; De Angelis, Valerio; Dechent, Philipp; Dubarry, Matthieu; Eggleton, Erica E.; Finegan, Donal P.; Foster, Ian; Gopal, Chirranjeevi Balaji; Herring, Patrick K.; Hu, Victor W.; Paulson, Noah H.; Preger, Yuliya; Uwe-Sauer, Dirk; Smith, Kandler; Snyder, Seth W.; Sripad, Shashank; Tanim, Tanvir R.; Teo, Linnette
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Active learning for accelerated design of layered materials (vol 4, 74, 2018)
err2022-10-11
err1
errOAAI
errOftelie, Lindsay Bassman; Rajak, Pankaj; Kalia, Rajiv K.; Nakano, Aiichiro; Sha, Fei; Sun, Jifeng; Singh, David J.; Aykol, Muratahan; Huck, Patrick; Persson, Kristin; Vashishta, Priya
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Principles of the Battery Data Genome
errJOULE
IF35.4
err2022-10-01
err40
errOAAI
errWard, Logan; Babinec, Susan; Dufek, Eric J.; Howey, David A.; Viswanathan, Venkatasubramanian; Aykol, Muratahan; Beck, David A. C.; Blaiszik, Benjamin; Chen, Bor-Rong; Crabtree, George; Clark, Simon; De Angelis, Valerio; Dechent, Philipp; Dubarry, Matthieu; Eggleton, Erica E.; Finegan, Donal P.; Foster, Ian; Gopal, Chirranjeevi Balaji; Herring, Patrick K.; Hu, Victor W.; Paulson, Noah H.; Preger, Yuliya; Uwe-Sauer, Dirk; Smith, Kandler; Snyder, Seth W.; Sripad, Shashank; Tanim, Tanvir R.; Teo, Linnette
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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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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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Rational Solid-State Synthesis Routes for Inorganic Materials
err2021-06-11
err69
PREAI
errAykol, Muratahan; Montoya, Joseph H.; Hummelshoj, Jens
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Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures (vol 60, pg 1590, 2021)
err2021-04-29
err0
errOAAI
errPan, Hillary; Ganose, Alex M.; Horton, Matthew; Aykol, Muratahan; Persson, Kristin; Zimmermann, Nils E. R.; Jain, Anubhav
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Perspective-Combining Physics and Machine Learning to Predict Battery Lifetime
err2021-03-16
err135
errOAAI
errAykol, Muratahan; Gopal, Chirranjeevi Balaji; Anapolsky, Abraham; Herring, Patrick K.; van Vlijmen, Bruis; Berliner, Marc D.; Bazant, Martin Z.; Braatz, Richard D.; Chueh, William C.; Storey, Brian D.
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Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures
err2021-01-08
err61
errOAAI
errPan, Hillary; Ganose, Alex M.; Horton, Matthew; Aykol, Muratahan; Persson, Kristin A.; Zimmermann, Nils E. R.; Jain, Anubhav
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High-Throughput Study of Lattice Thermal Conductivity in Binary Rocksalt and Zinc Blende Compounds Including Higher-Order Anharmonicity
err2020-11-10
err126
errOAAI
errXia, Yi; Hegde, Vinay, I; Pal, Koushik; Hua, Xia; Gaines, Dale; Patel, Shane; He, Jiangang; Aykol, Muratahan; Wolverton, Chris
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