Okabe, Ryotaro
- Virtual Node Graph Neural Network for Full Phonon Prediction
2023/01/05 by Ryotaro Okabe, Okabe, Ryotaro, Abhijatmedhi Chotrattanapituk +23 · 3 citations
Materials Science · #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
- Topological superconductors from a materials perspective
2023/03/27 by Manasi Mandal, Nathan C. Drucker, Mandal, Manasi +15 · 3 citations
Physics and Astronomy · #Advanced Condensed Matter Physics #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Physics of Superconductivity and Magnetism #Topological Materials and Phenomena
- AI-driven materials design: a mini-review
2025/02/05 by Mouyang Cheng, Cheng, Mouyang, Chu-Liang Fu +11 · 5 citations
Materials Science · Engineering · #Machine Learning in Materials Science #BIM and Construction Integration #Additive Manufacturing and 3D Printing Technologies
- Machine learning detecting Majorana Zero Mode from Zero Bias Peak measurements
2023/10/27 by Mouyang Cheng, Ryotaro Okabe, Cheng, Mouyang +5 · 2 citations
Physics and Astronomy · Materials Science · #Quantum and electron transport phenomena #Topological Materials and Phenomena #Diamond and Carbon-based Materials Research
- Precise Fermi-level engineering in a topological Weyl semimetal via fast ion implantation
2023/10/11 by Mandal, Manasi, Chotrattanapituk, Abhijatmedhi, Woller, Kevin +10 · 2 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Structural Constraint Integration in Generative Model for Discovery of Quantum Material Candidates
2024/07/05 by Okabe, Ryotaro, Cheng, Mouyang, Chotrattanapituk, Abhijatmedhi +9 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- AI-Driven Defect Engineering for Advanced Thermoelectric Materials
2025/03/24 by Fu, Chu-Liang, Cheng, Mouyang, Hung, Nguyen Tuan +7 · 2 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)