Publications & Talks
Publications & Preprints
[2] Decoding Dopant-Induced Electronic Modulation in Graphene via Region-Resolved Machine Learning of XANES
[3] Ultrafast Sliding Ferroelectric Switching in Bilayer Hexagonal Boron Nitride Revealed by Deep Learning Molecular Dynamics
[4] All-Electron Single-Atom Reference Correction for Absolute Transition Energies in Fixed-Reference PAW-XCH Calculations
International Conferences
[1] (予定) Electric-Field-Coupled Machine-Learning Molecular Dynamics of Polarization Switching and Domain-Wall Motion in Bilayer Hexagonal Boron Nitride
[2] (予定) Atom-Resolved Electromechanics of Single-Domain and Domain-Wall Switching in Bilayer Hexagonal Boron Nitride via Deep Learning Potentials
Oral[3] Deep Learning Potential Study of Atomistic Electromechanics in Single-Domain and Domain-Wall Switching of Bilayer Hexagonal Boron Nitride
PosterConferences in Japan
[1] 内殻電子エネルギーに基づくVASP XASスペクトルの絶対エネルギー補正
Poster[2] 深層学習ポテンシャルで解明した六方晶窒化ホウ素の原子レベル反転メカニズム
Atom-Resolved Electromechanics of Single-Domain and Domain-Wall Switching in Bilayer Hexagonal Boron Nitride via Deep Learning Potentials
Oral[3] 機械学習を活用した ELNES の計算-実験間ギャップの系統的補正
Bridging the Gap between Simulated and Experimental ELNES via Machine Learning
Oral[4] 機械学習を活用したXANESの理論計算と実験間の系統的な補正
Bridging the Gap between Simulated and Experimental XANES Spectra via Machine Learning
Oral[5] 機械学習を活用した実験と計算間の系統的な補正
Oral[6] 機械学習を用いた不純物グラフェンの局所構造とXANESスペクトルの関係接続
Correlation Between Local Structures of Doped Graphene and XANES Spectra Via Machine Learning
Oral