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R

Ryotaro Okabe

Massachusetts Institute of Technology

8H-index
27Paper Count
222Citation Count
Published Papers 12
Publication Date
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Artificial intelligence-driven approaches for materials design and discovery
errNature Materials
IF38.5
err2026-01-02
err0
PREAI
errMouyang Cheng; Chu-Liang Fu; Ryotaro Okabe; Abhijatmedhi Chotrattanapituk; Artittaya Boonkird; Nguyen Tuan Hung; Mingda Li
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Are quantum materials economically and environmentally sustainable?
errMaterials Today
IF22
err2025-10-07
err0
PREAI
errArtittaya Boonkird; Mouyang Cheng; Abhijatmedhi Chotrattanapituk; Denisse Córdova Carrizales; Ryotaro Okabe; Nathan C. Drucker; Manasi Mandal; Thanh Nguyen; Jingjie Yeo; Vsevolod Belosevich; Ellan Spero; Christine Ortiz; Qiong Ma; Liang Fu; Tomas Palacios; Farnaz Niroui; Mingda Li
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errSave
Structural constraint integration in a generative model for the discovery of quantum materials
errNature Materials
IF38.5
err2025-09-22
err0
PREAI
errRyotaro Okabe; Mouyang Cheng; Abhijatmedhi Chotrattanapituk; Manasi Mandal; Kiran Mak; Denisse Córdova Carrizales; Nguyen Tuan Hung; Xiang Fu; Bowen Han; Yao Wang; Weiwei Xie; Robert J. Cava; Tommi S. Jaakkola; Yongqiang Cheng; Mingda Li
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AI-Driven Defect Engineering for Advanced Thermoelectric Materials
errAdvanced Materials
IF26.8
err2025-06-23
err0
errOAAI
errChu-Liang Fu; Mouyang Cheng; Nguyen Tuan Hung; Eunbi Rha; Zhantao Chen; Ryotaro Okabe; Denisse Córdova Carrizales; Manasi Mandal; Yongqiang Cheng; Mingda Li
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Universal Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structures
errADVANCED MATERIALS
IF26.8
err2024-09-12
err4
errOAAI
errHung, Nguyen Tuan; Okabe, Ryotaro; Chotrattanapituk, Abhijatmedhi; Li, Mingda
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errSave
Virtual node graph neural network for full phonon prediction
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-07-12
err0
PREAI
errOkabe, Ryotaro; Chotrattanapituk, Abhijatmedhi; Boonkird, Artittaya; Andrejevic, Nina; Fu, Xiang; Jaakkola, Tommi S.; Song, Qichen; Nguyen, Thanh; Drucker, Nathan; Mu, Sai; Wang, Yao; Liao, Bolin; Cheng, Yongqiang; Li, Mingda
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errSave
Machine learning detection of Majorana zero modes from zero-bias peak measurements
errMATTER
IF17.5
err2024-07-01
err0
PREAI
errCheng, Mouyang; Okabe, Ryotaro; Chotrattanapituk, Abhijatmedhi; Li, Mingda
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errSave
Precise Fermi level engineering in a topological Weyl semimetal via fast ion implantation
errAPPLIED PHYSICS REVIEWS
IF11.6
err2024-06-25
err0
errOAAI
errMandal, Manasi; Chotrattanapituk, Abhijatmedhi; Woller, Kevin; Wu, Lijun; Xu, Haowei; Hung, Nguyen Tuan; Mao, Nannan; Okabe, Ryotaro; Boonkird, Artittaya; Nguyen, Thanh; Drucker, Nathan C.; Chen, Xiaoqian M.; Momiki, Takashi; Li, Ju; Kong, Jing; Zhu, Yimei; Li, Mingda
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Tetris-inspired detector with neural network for radiation mapping
errNATURE COMMUNICATIONS
IF15.7
err2024-04-09
err1
errOAAI
errOkabe, Ryotaro; Xue, Shangjie; Vavrek, Jayson R.; Yu, Jiankai; Pavlovsky, Ryan; Negut, Victor; Quiter, Brian J.; Cates, Joshua W.; Liu, Tongtong; Forget, Benoit; Jegelka, Stefanie; Kohse, Gordon; Hu, Lin-wen; Li, Mingda
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errSave
Topological Superconductors from a Materials Perspective
errCHEMISTRY OF MATERIALS
IF7
err2023-08-01
err12
errOAAI
errMandal, Manasi; Drucker, Nathan C.; Siriviboon, Phum; Nguyen, Thanh; Boonkird, Artittaya; Lamichhane, Tej Nath; Okabe, Ryotaro; Chotrattanapituk, Abhijatmedhi; Li, Mingda
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A conductive metal-organic framework photoanode
errCHEMICAL SCIENCE
IF7.4
err2020-01-01
err16
errOAAI
errPattengale, Brian; Freeze, Jessica G.; Guberman-Pfeffer, Matthew J.; Okabe, Ryotaro; Ostresh, Sarah; Chaudhuri, Subhajyoti; Batista, Victor S.; Schmuttenmaer, Charles A.
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Metal-Organic Framework Photoconductivity via Time-Resolved Terahertz Spectroscopy
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2019-06-09
err52
PREAI
errPattengale, Brian; Neu, Jens; Ostresh, Sarah; Hu, Gongfang; Spies, Jacob A.; Okabe, Ryotaro; Brudvig, Gary W.; Schmuttenmaer, Charles A.
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Research Directions

No research directions
Co-authors
Cooperation Journals
李菊英 cover
李菊英 (Ju Li)
H-index: 147 · Papers: 1.3K
J
Jing Kong
H-index: 139 · Papers: 864
G
Gary W. Brudvig
H-index: 99 · Papers: 756
L
Liang Fu
H-index: 94 · Papers: 721
Y
Yimei Zhu
H-index: 93 · Papers: 1.2K
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