Rchr
J-GLOBAL ID：200901008827204586
Update date: Jul. 22, 2024
Tomi Ohtsuki
オオツキ トウミ | Tomi Ohtsuki
Affiliation and department：
Job title：
Professor
Other affiliations (1)：
Homepage URL (1)：
https://sites.google.com/view/tomiohtsukiwebsite/home
Research field (1)：
Mathematical physics and basic theory
Research keywords (7)：
machine learning in condensed matter physics
, physics of non-Hermitian systems
, spintronics
, quantum transport phenomena
, spin
, Scaling theory
, Anderson localization
Research theme for competitive and other funds (27)：
- 2022 - 2027 Foundation of "Machine Learning Physics" --- Revolutionary Transformation of Fundame ntal Physics by A New Field Integrating Machine Learning and Physics
- 2022 - 2027 Frontiers of Condensed Matter Physics Pioneered by Neural Network
- 2021 - 2026 トポロジカル磁性体のマグノンドラッグ効果を用いたスピン流熱電効果
- 2019 - 2024 Scaling theories of random quantum systems
- 2016 - 2021 Materials Design and Exploration of Functions for Strongly Correlated Materials - Challenges to Non-equilibrium and Non-Periodic Systems
- 2017 - 2020 Application of deep learning to the quantum phase transition in random electron systems
- 2015 - 2020 Scaling theory of topological insulators
- 2014 - 2019 A new approach to the Anderson transition in electron systems with Coulomb interactions
- 2013 - 2016 Cavity polariton using hybrid perovskite materials
- 2012 - 2016 Innovation of energy and environment-friendly devices by nanocrystal effect
- 2011 - 2015 Quantum transport in disordered topological insulators
- 2010 - 2014 Effects of disorder on transport properties of low-dimensional electronic systems with unconventional band structure
- 2009 - 2010 ランダム媒質中の光の局在現象と光学特性の解明
- 2006 - 2009 Universal properties of quantum network models
- 2005 - 2008 Numerical simulations of Anderson localization and lazing in random systems
- 2006 - 2007 Multi-quantum-well polaritons in semiconductor nanocolumns
- 2002 - 2005 Numerical study of dephasing in disordered electron systems
- 1999 - 2001 Anderson transition in interacting electron systems
- 1997 - 1998 ランダム媒質中での光のアンダーソン転移
- 1996 - 1996 磁場中の二電子局在
- 1995 - 1996 Level Statistics and Anderson Localization in Disordered Electron Systems
- 1995 - 1995 スピン軌道相互作用が強い系でのAnderson転移
- 1993 - 1993 アンダーソン転移の数値的研究
- 1993 - 1993 非一様磁場中での量子輸送現象
- 1991 - 1992 Magnetic Phase Transitions and Critical Phenomena of Two-Dimensional Systems
- 1991 - 1991 3次元強磁場中の不規則電子系におけるアンダーソン転移
- 1988 - 1989 極低温における不規則電子系への磁場効果
Show all
Papers (205)：
-
Gekko Budiutama, Shunsuke Daimon, Hirofumi Nishi, Ryui Kaneko, Tomi Ohtsuki, Yu-ichiro Matsushita. Channel attention for quantum convolutional neural networks. Physical Review A. 2024. 110. 1
-
Alexey A. Kaverzin, Shunsuke Daimon, Takashi Kikkawa, Tomi Ohtsuki, Eiji Saitoh. Negative longitudinal resistance of monolayer graphene in the quantum Hall regime. Applied Physics Letters. 2024
-
Tilen Čadež, Barbara Dietz, Dario Rosa, Alexei Andreanov, Keith Slevin, Tomi Ohtsuki. Machine learning wave functions to identify fractal phases. Physical Review B. 2023. 108. 18
-
Tong Wang, Zhiming Pan, Keith Slevin, Tomi Ohtsuki. Critical behavior of the Anderson transition in higher-dimensional Bogoliubov-de Gennes symmetry classes. Physical Review B. 2023. 108. 14
-
Kohei Kawabata, Zhenyu Xiao, Tomi Ohtsuki, Ryuichi Shindou. Singular-Value Statistics of Non-Hermitian Random Matrices and Open Quantum Systems. PRX Quantum. 2023. 4. 4
ｍore...
MISC (139)：
-
Phase diagrams of random electron systems obtained by multilayer convolutional neural network. 2018. 53. 8. 447-454
-
大槻東巳. 巻頭言:電子化と大学の物理教育. 大学の物理教育. 2018. 24. 2. 42-42
-
大槻東巳. ニューラルネットワークを使った物性物理学. 人工知能. 2018. 33. 4. 429-434
-
Ohtsuki Tomi, Kobayashi Koji, Sacksteder Vincent. Density of states and conductance in disordered topological insulator surfaces (Spectra of Random Operators and Related Topics). RIMS Kokyuroku. 2015. 1970. 90-95
-
大槻東巳. 巻頭言:オンライン,オンライン. 日本物理学会誌. 2015. 70. 7. 505-505
ｍore...
Books (11)：
-
物理学者,機械学習を使う -機械学習・深層学習の物理学への応用-
朝倉書店 2019 ISBN:9784254131291
-
Advanced Topological Insulators "Topological Matter in the Absence of Translational Invariance"
Wiley-Scrivener 2019 ISBN:9781119407294
-
Topological Matter in the Absence of Translational Invariance
Wiley online library 2019 ISBN:9781119407317
-
Conductor-Insulator Quantum Phase Transitions
Oxford University Press 2012 ISBN:9780199592593
-
物性物理学ハンドブック
朝倉書店 2012 ISBN:9784254131031
ｍore...
Professional career (3)：
- Doctor of Philosophy (The University of Tokyo)
- 理学修士 (東京大学)
- 理学博士 (東京大学)
Awards (8)：
- 2022/05 - Physical Society of Japan 2021 Highly cited article Drawing Phase Diagrams of Random Quantum Systems by Deep Learning the Wave Functions
- 2021/02/25 - American Physical Society APS outstanding referee award United States of America
- 2019/05/21 - The Physical Society of Japan 2018 Highly cited article
- 2019/03/16 - Physical Society of Japan The 24th Outstanding Paper Award of the Physical Society of Japan Japan
- 2018/04/20 - The Physical Society of Japan 2017 Highly cited article
- 2017/10/01 - Japan Society for Simulation Technology Outstanding Presentation Award
- 2016/11 - The Physical Society of Japan Award JPSJ Papers of Editor's Choice JAPAN
- 2015/02/14 - Institute of Physics Publishing New Journal of Physics Highlights of 2014
Show all
Association Membership(s) (2)：
日本物理学会
, American Physical Society
