Study of Topological Materials lead by quantum anomalies, branes and solitons

• Project Area: Discrete Geometric Analysis for Materials Design
• Project/Area Number: 17H06462
• Research Category: Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
• Allocation Type: Single-year Grants
• Review Section: Science and Engineering
• Research Institution: Kyoto University (2021); Osaka University (2017-2020)
• Principal Investigator: 橋本 幸士 京都大学, 理学研究科, 教授 (80345074)
• Co-Investigator(Kenkyū-buntansha): 日高 義将 大学共同利用機関法人高エネルギー加速器研究機構, 素粒子原子核研究所, 教授 (00425604) ; 押川 正毅 東京大学, 物性研究所, 教授 (50262043) ; 衛藤 稔 山形大学, 理学部, 教授 (50595361) ; 木村 太郎 慶應義塾大学, 自然科学研究教育センター(日吉), 訪問講師 (90760794)
• Project Period (FY): 2017-06-30 – 2022-03-31
• Project Status: Granted (Fiscal Year 2021)
• Budget Amount: ¥88,660,000 (Direct Cost: ¥68,200,000、Indirect Cost: ¥20,460,000); Fiscal Year 2021: ¥19,500,000 (Direct Cost: ¥15,000,000、Indirect Cost: ¥4,500,000); Fiscal Year 2020: ¥19,500,000 (Direct Cost: ¥15,000,000、Indirect Cost: ¥4,500,000); Fiscal Year 2019: ¥19,500,000 (Direct Cost: ¥15,000,000、Indirect Cost: ¥4,500,000); Fiscal Year 2018: ¥19,500,000 (Direct Cost: ¥15,000,000、Indirect Cost: ¥4,500,000); Fiscal Year 2017: ¥10,660,000 (Direct Cost: ¥8,200,000、Indirect Cost: ¥2,460,000)
• Keywords: 超弦理論 / トポロジカル物質 / 離散幾何学 / AdS/CFT対応 / 格子理論 / 原子核理論

Outline of Annual Research Achievements

離散幾何学的時空と機械学習、物質科学を融合する研究を進め、QCDにおけるカイラル凝縮のデータから離散幾何としてのニューラルネットワークが決定されるアルゴリズムを提唱し用いることで、物質科学と離散幾何学の架橋の基盤を構築した。特に、深層ボルツマンマシンと呼ばれるニューラルネットワークがホログラフィック原理の重力側の物質場の経路積分とみなせる形式を発案した。
物性物理との融合研究においては、量子異常に基づくLieb-Schultz-Mattis型定理の理論をSU(N)対称性に拡張し、対称性が拡大する場合に適用できる新規の制約を導いた。ソリトンによるブレーンワールドの構成の課題であったゲージ場の局在を物性系エッジモードと同様にトポロジカルに説明できることを示し、更に高次元へ拡張した。また拡張標準模型に位相的磁気単極子が存在する事を示した。ハドロン物理との架橋においては、カイラル運動論を質量を持つ粒子の運動論に拡張した。衝突項を含まない場合の理論が完成し、さらにそれを衝突項を含む理論にまで拡張することができた。ホログラフィックQCDにおいて原子核の状態を記述する行列模型を、量子ホール効果の模型で用いられる手法を応用することで解析した。また数理物理との架橋においては、超群ゲージ対称性を持つ場の量子論 (超群ゲージ理論)の研究を行い、超対称局所化による分配関数の厳密な評価、対応する量子可積分構造の解明、位相的弦理論による構成、などの成果を得た。トポロジカル物質への応用においては、ワイル半金属の一般的な表面状態の性質について研究し、特にII型ワイル半金属をブラックホールの性質を再現する模型とみなした場合の表面状態の振る舞いについて調べた。

Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

Lieb-Schultz-Mattis型定理を、場の理論におけるトフーフト量子異常によって系統的に記述する定式化を開発した。これは素粒子論と物性論の境界における重要な成果であり、素粒子理論の研究者の間でも広く認知され発展しつつある。また、ソリトンによるブレーンワールドではDvali-Shifman機構でゲージ場の局在を説明してきたが、トポロジカルな視点で理解できることを発見し、物性系との繋がりやダイナミクスの詳細には寄らない拡張ができる可能性が出てきた。拡張標準模型で位相的モノポール解を発見し、新しい展望が開けてきている。さらに、カイラル運動論を質量を含む場合に拡張をすることができ，さらに衝突項も加えることができたので進捗状況は概ね良好である。また、超群ゲージ理論はその非ユニタリ性などの為，長らく十分な検討がなされていなかったが，最近は非ユニタリであっても PT対称性がある場合などに興味深い性質が明らかにされるなど，今後十分な応用可能性が見込まれることが明らかになった。ホログラフィックQCDにおける原子核の記述に関しては、特に核子数が小さい場合において、原子核のスペクトラムを非常に良い精度で再現した。ブラックホールの模型としてのII型ワイル半金属においては、境界条件によって表面状態がブラックホールから脱出できる場合とできない場合があることが分かった。離散幾何学との関連においては、離散幾何をニューラルネットの時空とみなす研究が飛躍的に進展した。

Strategy for Future Research Activity

離散幾何額的手法を物質科学に取り入れる方法としての超弦理論的ホログラフィー原理を、さらに広範な物理系に適用できるよう拡張を精査する。特に重力側の作用を決定する形式を発案する。
トフーフト量子異常に基づくLieb-Schultz-Mattis型定理の定式化は、1+1次元においては非常に系統的に行うことができた。この成果に基づき、同様の定式化を2+1以上の次元に拡張することを目指す。ドメインウォールはZ2のような離散的な群が自発的に破れる際に現れ素粒子や物性の様々な局面に登場する。離散的真空が非可換群の場合にはドメインウォールが入り組んだジャンクション構造を形成するが、３次元的な構造を持つ解を構成しそこにどのようなエッジ状態が存在するのかを調べ、素粒子・物性物理への応用する。カイラルフェルミオンに対する局所熱平衡の分配関数はカイラルアノマリーに加え，グローバルアノマリーを持つことが知られている。このようなアノマリーを持つ理論を境界に持つトポロジカル相を構成することで，新しい熱輸送の可能性を探って行きたい。超群ゲージ理論のトポロジー的側面についてはほとんど関連の研究がなされていない。今後は量子異常や、指数定理、トポロジカル物質との関連性を重点的に研究する予定である。また超群ゲージ理論の数学的基礎付けについても研究を行う。ホログラフィックQCDにおける原子核の模型については、核子数の大きい場合を記述できるように改良を行う。また、中間子を介した相互作用の効果についても調べる。ワイル半金属に関する研究については、より一般的なトポロジカル物質の表面状態の性質やそれらの応用について研究する。

Research Products

• [Int'l Joint Research] Ohio State Univ/Boston College/Univ. of California, Santa Barbara(米国)
  • Country Name: U.S.A.
  • Counterpart Institution: Ohio State Univ/Boston College/Univ. of California, Santa Barbara
  • # of Other Institutions: 1
• [Int'l Joint Research] POSTECH/IBS Pohang(韓国)
  • Country Name: KOREA (REP. OF KOREA)
  • Counterpart Institution: POSTECH/IBS Pohang
• [Int'l Joint Research] McMaster University/Perimeter Institute(カナダ)
  • Country Name: CANADA
  • Counterpart Institution: McMaster University/Perimeter Institute
• [Int'l Joint Research] Silesian University in Opava(チェコ)
  • Country Name: CZECH
  • Counterpart Institution: Silesian University in Opava
• [Int'l Joint Research] Universite Bourgogne Franche-Comte(フランス)
  • Country Name: FRANCE
  • Counterpart Institution: Universite Bourgogne Franche-Comte
• [Int'l Joint Research]
  • # of Other Countries: 2
• [Int'l Joint Research] National Tsing Hua University/National Taiwan University/National Center for Theoretical Sciences(中国)
  • Country Name: CHINA
  • Counterpart Institution: National Tsing Hua University/National Taiwan University/National Center for Theoretical Sciences
• [Int'l Joint Research] Silesian University in Opava/Czech Technical University in Prague(チェコ)
  • Country Name: CZECH
  • Counterpart Institution: Silesian University in Opava/Czech Technical University in Prague
• [Int'l Joint Research] IHES(フランス)
  • Country Name: FRANCE
  • Counterpart Institution: IHES
• [Int'l Joint Research] Utrecht University(オランダ)
  • Country Name: NETHERLANDS
  • Counterpart Institution: Utrecht University
• [Int'l Joint Research] Max Planck Institute(ドイツ)
  • Country Name: GERMANY
  • Counterpart Institution: Max Planck Institute
• [Int'l Joint Research]
  • # of Other Countries: 2
• [Journal Article] Filling-enforced constraint on the quantized Hall conductivity on a periodic lattice (2020)
  • Author(s): Lu Yuan-Ming、Ran Ying、Oshikawa Masaki
  • Journal Title: Annals of Physics Volume: 413 Pages: 168060～168060
  • DOI: 10.1016/j.aop.2019.168060
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Stable Flatbands, Topology, and Superconductivity of Magic Honeycomb Networks (2020)
  • Author(s): Lee Jongjun M.、Geng Chenhua、Park Jae Whan、Oshikawa Masaki、Lee Sung-Sik、Yeom Han Woong、Cho Gil Young
  • Journal Title: Physical Review Letters Volume: 124 Pages: －
  • DOI: 10.1103/PhysRevLett.124.137002
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Topological Nambu monopole in two Higgs doublet models (2020)
  • Author(s): Eto Minoru、Hamada Yu、Kurachi Masafumi、Nitta Muneto
  • Journal Title: Physics Letters B Volume: 802 Pages: 135220～135220
  • DOI: 10.1016/j.physletb.2020.135220
  • Peer Reviewed / Open Access
• [Journal Article] Image-processing the topological charge density in the $\mathbb{C}P^{N-1}$ model (2020)
  • Author(s): Abe Yuya、Fukushima Kenji、Hidaka Yoshimasa、Matsueda Hiroaki、Murase Koichi、Sasaki Shoichi
  • Journal Title: Progress of Theoretical and Experimental Physics Volume: 2020 Pages: －
  • DOI: 10.1093/ptep/ptz134
  • Peer Reviewed / Open Access
• [Journal Article] Emergent discrete 3-form symmetry and domain walls (2020)
  • Author(s): Hidaka Yoshimasa、Nitta Muneto、Yokokura Ryo
  • Journal Title: Physics Letters B Volume: 803 Pages: 135290～135290
  • DOI: 10.1016/j.physletb.2020.135290
  • Peer Reviewed / Open Access
• [Journal Article] Integrating over quiver variety and BPS/CFT correspondence (2020)
  • Author(s): Kimura Taro
  • Journal Title: Letters in Mathematical Physics Volume: 110 Pages: 1237～1255
  • DOI: 10.1007/s11005-020-01261-5
  • Peer Reviewed / Open Access
• [Journal Article] Quantum elliptic Calogero-Moser systems from gauge origami (2020)
  • Author(s): Chen Heng-Yu、Kimura Taro、Lee Norton
  • Journal Title: Journal of High Energy Physics Volume: 2020 Pages: －
  • DOI: 10.1007/JHEP02(2020)108
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Asymptotic states of black holes in KMY model (2020)
  • Author(s): Ho Pei-Ming、Matsuo Yoshinori、Yang Shu-Jung
  • Journal Title: Classical and Quantum Gravity Volume: 37 Pages: 035002～035002
  • DOI: 10.1088/1361-6382/ab5c94
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Imaging black holes through the AdS/CFT correspondence (2020)
  • Author(s): Hashimoto Koji、Kinoshita Shunichiro、Murata Keiju
  • Journal Title: Physical Review D Volume: 101 Pages: 066018
  • DOI: 10.1103/PhysRevD.101.066018
  • Peer Reviewed
• [Journal Article] Anomaly Matching and Symmetry-Protected Critical Phases in SU(N) Spin Systems in 1+1 Dimensions (2019)
  • Author(s): Yao Yuan、Hsieh Chang-Tse、Oshikawa Masaki
  • Journal Title: Physical Review Letters Volume: 123 Pages: －
  • DOI: 10.1103/PhysRevLett.123.180201
  • Peer Reviewed
• [Journal Article] Berezinskii-Kosterlitz-Thouless Transition of Two-Component Bose Mixtures with Intercomponent Josephson Coupling (2019)
  • Author(s): Kobayashi Michikazu、Eto Minoru、Nitta Muneto
  • Journal Title: Physical Review Letters Volume: 123 Pages: －
  • DOI: 10.1103/PhysRevLett.123.075303
  • Peer Reviewed
• [Journal Article] Massless bosons on domain walls: Jackiw-Rebbi-like mechanism for bosonic fields (2019)
  • Author(s): Arai Masato、Blaschke Filip、Eto Minoru、Sakai Norisuke
  • Journal Title: Physical Review D Volume: 100 Pages: －
  • DOI: 10.1103/PhysRevD.100.095014
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Anomaly-Induced Transport Phenomena from Imaginary-Time Formalism (2019)
  • Author(s): Hongo Masaru、Hidaka Yoshimasa
  • Journal Title: Particles Volume: 2 Pages: 261～280
  • DOI: 10.3390/particles2020018
  • Peer Reviewed / Open Access
• [Journal Article] Axial kinetic theory and spin transport for fermions with arbitrary mass (2019)
  • Author(s): Hattori Koichi、Hidaka Yoshimasa、Yang Di-Lun
  • Journal Title: Physical Review D Volume: 100 Pages: －
  • DOI: 10.1103/PhysRevD.100.096011
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Topological order in the color-flavor locked phase of a (3+1)-dimensional U(N) gauge-Higgs system (2019)
  • Author(s): Hidaka Yoshimasa、Hirono Yuji、Nitta Muneto、Tanizaki Yuya、Yokokura Ryo
  • Journal Title: Physical Review D Volume: 100 Pages: －
  • DOI: 10.1103/PhysRevD.100.125016
  • Peer Reviewed / Open Access
• [Journal Article] Web construction of ABCDEFG and affine quiver gauge theories (2019)
  • Author(s): Kimura Taro、Zhu Rui-Dong
  • Journal Title: Journal of High Energy Physics Volume: 2019 Pages: －
  • DOI: 10.1007/JHEP09(2019)025
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Quantum mirror curve of periodic chain geometry (2019)
  • Author(s): Kimura Taro、Sugimoto Yuji
  • Journal Title: Journal of High Energy Physics Volume: 2019 Pages: －
  • DOI: 10.1007/JHEP04(2019)147
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Trapping horizon and negative energy (2019)
  • Author(s): Ho Pei-Ming、Matsuo Yoshinori
  • Journal Title: Journal of High Energy Physics Volume: 2019 Pages: －
  • DOI: 10.1007/JHEP06(2019)057
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Nuclear states and spectra in holographic QCD (2019)
  • Author(s): Hashimoto Koji、Matsuo Yoshinori、Morita Takeshi
  • Journal Title: Journal of High Energy Physics Volume: 2019 Pages: －
  • DOI: 10.1007/JHEP12(2019)001
  • Peer Reviewed / Open Access
• [Journal Article] Chaos of QCD string from holography (2019)
  • Author(s): Akutagawa Tetsuya、Hashimoto Koji、Murata Keiju、Ota Toshihiro
  • Journal Title: Physical Review D Volume: 100 Pages: －
  • DOI: 10.1103/PhysRevD.100.046009
  • Peer Reviewed / Open Access
• [Journal Article] 1/N correction in holographic Wilson loop from quantum gravity (2019)
  • Author(s): Hashimoto Koji、Sasaki Wataru、Sumimoto Takayuki
  • Journal Title: Journal of High Energy Physics Volume: 2019 Pages: －
  • DOI: 10.1007/JHEP12(2019)138
  • Peer Reviewed / Open Access
• [Journal Article] Einstein Rings in Holography (2019)
  • Author(s): Hashimoto Koji、Kinoshita Shunichiro、Murata Keiju
  • Journal Title: Physical Review Letters Volume: 123 Pages: －
  • DOI: 10.1103/PhysRevLett.123.031602
  • Peer Reviewed / Open Access
• [Journal Article] Crossover of correlation functions near a quantum impurity in a Tomonaga-Luttinger liquid (2019)
  • Author(s): Lo Chung-Yu、Fukusumi Yoshiki、Oshikawa Masaki、Kao Ying-Jer、Chen Pochung
  • Journal Title: Physical Review B Volume: 99 Pages: 121103
  • DOI: 10.1103/PhysRevB.99.121103
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Conformal field theory analysis of the QCD Kondo effect (2019)
  • Author(s): Kimura Taro、Ozaki Sho
  • Journal Title: Physical Review D Volume: 99 Pages: 014040
  • DOI: 10.1103/PhysRevD.99.014040
  • Peer Reviewed / Open Access
• [Journal Article] Black resonators and geons in AdS 5 (2019)
  • Author(s): Ishii Takaaki、Murata Keiju
  • Journal Title: Classical and Quantum Gravity Volume: 36 Pages: 125011～125011
  • DOI: 10.1088/1361-6382/ab1d76
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] AdS/CFT correspondence as a deep Boltzmann machine (2019)
  • Author(s): Hashimoto Koji
  • Journal Title: Physical Review D Volume: 99 Pages: 106017
  • DOI: 10.1103/PhysRevD.99.106017
  • Peer Reviewed
• [Journal Article] Localized non-Abelian gauge fields in non-compact extra dimensions (2018)
  • Author(s): Arai Masato、Blaschke Filip、Eto Minoru、Sakai Norisuke
  • Journal Title: Progress of Theoretical and Experimental Physics Volume: 2018 Pages: 063B02
  • DOI: 10.1093/ptep/pty057
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Localization of the Standard Model via the Higgs mechanism and a finite electroweak monopole from non-compact five dimensions (2018)
  • Author(s): Arai Masato、Blaschke Filip、Eto Minoru、Sakai Norisuke
  • Journal Title: Progress of Theoretical and Experimental Physics Volume: 2018 Pages: 083B04
  • DOI: 10.1093/ptep/pty083
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Constraints on two Higgs doublet models from domain walls (2018)
  • Author(s): Eto Minoru、Kurachi Masafumi、Nitta Muneto
  • Journal Title: Physics Letters B Volume: 785 Pages: 447～453
  • DOI: 10.1016/j.physletb.2018.09.002
  • Peer Reviewed / Open Access
• [Journal Article] Domain wall and three dimensional duality (2018)
  • Author(s): Eto Minoru、Fujimori Toshiaki、Nitta Muneto
  • Journal Title: Journal of High Energy Physics Volume: 2018 Pages: 035
  • DOI: 10.1007/JHEP06(2018)035
  • Peer Reviewed / Open Access
• [Journal Article] Non-Abelian strings and domain walls in two Higgs doublet models (2018)
  • Author(s): Eto Minoru、Kurachi Masafumi、Nitta Muneto
  • Journal Title: Journal of High Energy Physics Volume: 2018 Pages: 195
  • DOI: 10.1007/JHEP08(2018)195
  • Peer Reviewed / Open Access
• [Journal Article] Nonequilibrium chiral magnetic/vortical effects in viscous fluids (2018)
  • Author(s): Hidaka Yoshimasa、Yang Di-Lun
  • Journal Title: Physical Review D Volume: 98 Pages: 016012
  • DOI: 10.1103/PhysRevD.98.016012
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Quantum integrability from non-simply laced quiver gauge theory (2018)
  • Author(s): Chen Heng-Yu、Kimura Taro
  • Journal Title: Journal of High Energy Physics Volume: 2018 Pages: 165
  • DOI: 10.1007/JHEP06(2018)165
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Fractional quiver W-algebras (2018)
  • Author(s): Taro Kimura, Vasily Pestun
  • Journal Title: Letters in Mathematical Physics Volume: 108 Pages: 2425-2451
  • DOI: 10.1007/s11005-018-1087-7
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Floquet superconductor in holography (2018)
  • Author(s): Ishii Takaaki、Murata Keiju
  • Journal Title: Physical Review D Volume: 98 Pages: .126005
  • DOI: 10.1103/PhysRevD.98.126005
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Holographic Floquet states II: Floquet condensation of vector mesons in nonequilibrium phase diagram (2018)
  • Author(s): Kinoshita Shunichiro、Murata Keiju、Oka Takashi
  • Journal Title: Journal of High Energy Physics Volume: 2018 Pages: 096
  • DOI: 10.1007/JHEP06(2018)096
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Phase diagram of QCD chaos in linear sigma models and holography (2018)
  • Author(s): Akutagawa Tetsuya、Hashimoto Koji、Miyazaki Takeshi、Ota Toshihiro
  • Journal Title: Progress of Theoretical and Experimental Physics Volume: 2018 Pages: 063B01
  • DOI: 10.1093/ptep/pty055
  • Peer Reviewed / Open Access
• [Journal Article] Thoughts on holographic complexity and its basis dependence (2018)
  • Author(s): Hashimoto Koji、Iizuka Norihiro、Sugishita Sotaro
  • Journal Title: Physical Review D Volume: 98 Pages: 046002
  • DOI: 10.1103/PhysRevD.98.046002
  • Peer Reviewed
• [Journal Article] Deep learning and holographic QCD (2018)
  • Author(s): Hashimoto Koji、Sugishita Sotaro、Tanaka Akinori、Tomiya Akio
  • Journal Title: Physical Review D Volume: 98 Pages: 106014
  • DOI: 10.1103/PhysRevD.98.106014
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Quiver W-algebras (2018)
  • Author(s): Kimura Taro、Pestun Vasily
  • Journal Title: Letters in Mathematical Physics Volume: 108 Pages: 1351～1381
  • DOI: 10.1007/s11005-018-1072-1
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Quiver elliptic W-algebras (2018)
  • Author(s): Kimura Taro、Pestun Vasily
  • Journal Title: Letters in Mathematical Physics Volume: 108 Pages: 1383～1405
  • DOI: 10.1007/s11005-018-1073-0
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Refined geometric transition and qq-characters (2018)
  • Author(s): Kimura Taro、Mori Hironori、Sugimoto Yuji
  • Journal Title: Journal of High Energy Physics Volume: 2018 Pages: 025
  • DOI: 10.1007/JHEP01(2018)025
  • Peer Reviewed
• [Journal Article] Confinement of half-quantized vortices in coherently coupled Bose-Einstein condensates: Simulating quark confinement in a QCD-like theory (2018)
  • Author(s): Eto Minoru、Nitta Muneto
  • Journal Title: Physical Review A Volume: 97 Pages: 023613
  • DOI: 10.1103/PhysRevA.97.023613
  • Peer Reviewed
• [Journal Article] Nonlinear responses of chiral fluids from kinetic theory (2018)
  • Author(s): Hidaka Yoshimasa、Pu Shi、Yang Di-Lun
  • Journal Title: Physical Review D Volume: 97 Pages: 016004
  • DOI: 10.1103/PhysRevD.97.016004
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Deep learning and the AdS/CFT correspondence (2018)
  • Author(s): Hashimoto Koji、Sugishita Sotaro、Tanaka Akinori、Tomiya Akio
  • Journal Title: Physical Review D Volume: 98 Pages: 046019
  • DOI: 10.1103/PhysRevD.98.046019
  • Peer Reviewed
• [Journal Article] Chaos of Wilson loop from string motion near black hole horizon (2018)
  • Author(s): Hashimoto Koji、Murata Keiju、Tanahashi Norihiro
  • Journal Title: Physical Review D Volume: 98 Pages: 086007
  • DOI: 10.1103/PhysRevD.98.086007
  • Peer Reviewed
• [Journal Article] Fermi/Non-Fermi Mixing in SU(N) Kondo Effect (2017)
  • Author(s): Kimura Taro、Ozaki Sho
  • Journal Title: Journal of the Physical Society of Japan Volume: 86 Pages: 084703～084703
  • DOI: 10.7566/JPSJ.86.084703
  • Peer Reviewed
• [Journal Article] Grand unified brane world scenario (2017)
  • Author(s): Arai Masato、Blaschke Filip、Eto Minoru、Sakai Norisuke
  • Journal Title: Physical Review D Volume: 96 Pages: 115033
  • DOI: 10.1103/PhysRevD.96.115033
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Kinetic theory and anomalous transports in the presence of nonabelian phase-space Berry curvatures (2017)
  • Author(s): Hayata Tomoya、Hidaka Yoshimasa
  • Journal Title: Progress of Theoretical and Experimental Physics Volume: 2017 Pages: 097
  • DOI: 10.1093/ptep/ptx097
  • Peer Reviewed
• [Journal Article] Time evolution of complexity in Abelian gauge theories (2017)
  • Author(s): Hashimoto Koji、Iizuka Norihiro、Sugishita Sotaro
  • Journal Title: Physical Review D Volume: 96 Pages: 126001
  • DOI: 10.1103/PhysRevD.96.126001
  • Peer Reviewed
• [Presentation] All exact solutions of BPS domain wall networks in CPN models (2020)
  • Author(s): Minoru Eto
  • Organizer: CPN model: recent developments and future directions (Keio University)
  • Int'l Joint Research / Invited
• [Presentation] ドメインウォール・ドメインウォール ジャンクションについて (2020)
  • Author(s): Minoru Eto
  • Organizer: トポロジカル表面状態、ソリトンとブレーン、指数定理
• [Presentation] 量子異常と異常熱輸送 (2020)
  • Author(s): 日高義将
  • Organizer: 研究会「トポロジカル表面状態、ソリトンとブレーン、指数定理」
• [Presentation] Integrating over quiver variety and BPS/CFT correspondence (2020)
  • Author(s): Taro Kimura
  • Organizer: Journee de l'equipe GADT
  • Int'l Joint Research / Invited
• [Presentation] Escape from black holes in materials: Type II Weyl semimetals and generic edge states (2020)
  • Author(s): 松尾 善典
  • Organizer: トポロジカル表面状態、ソリトンとブレーン、指数定理
• [Presentation] Neural network as a discrete geometry for materials through holographic prin- ciple (2020)
  • Author(s): Koji Hashimoto
  • Organizer: 第 23 回大阪大学産研国際シンポジウム“Scientific and Industrial Research for Space Age”
  • Int'l Joint Research / Invited
• [Presentation] Deep Learning and AdS/CFT (2020)
  • Author(s): Koji Hashimoto
  • Organizer: International workshop “ Strings, Geometry, and Data Science ” (Simons center for geometry and physics, Stony Brook, New York
  • Int'l Joint Research / Invited
• [Presentation] Flat Bands in Honeycomb Network (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Novel Phases of Quantum Matter, International Center for Theoretical Sciences, Bangalore, India
  • Int'l Joint Research / Invited
• [Presentation] Flat Bands in Honeycomb Network (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: KITP Program "Topological Quantum Matter: Concepts and Realizations", Kavli Institute for Theoretical Physics, UC Santa Barbara
  • Int'l Joint Research / Invited
• [Presentation] Junction of Quantum Wires (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Japan-Netherlands Quantum Conference, Theater De Veste, Delft, Netherlands
  • Int'l Joint Research / Invited
• [Presentation] Polarization in Quantum Many-Body Systems (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Computational Approaches to Quantum Many-body Problems, ISSP, University of Tokyo, Japan
  • Int'l Joint Research / Invited
• [Presentation] Universal Gap Scaling in Finite Quantum Ising Chains (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Computational Approaches to Quantum Many-body Problems, ISSP, University of Tokyo, Japan
  • Int'l Joint Research / Invited
• [Presentation] Quantum Quench and f-Sum Rules on Linear and Non-linear Conductivities (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Aspen Summer Workshop 2019: Realizations and Applications of Quantum Coherence in Non- Equilibrium Systems, Aspen Center for Physics, Aspen, CO, USA
  • Int'l Joint Research / Invited
• [Presentation] Sum Rules for Linear and Non-Linear Conductivities (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Amsterdam Summer Workshop on Low-D Quantum Condensed Matter 2019, University of Amsterdam, Netherlands
  • Int'l Joint Research / Invited
• [Presentation] Universal Gap Scaling in Finite Quantum Ising Chains (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Workshop Low-dimensional emergent phenomena in correlated systems and topological quantum matter, Tbilisi, Georgia
  • Int'l Joint Research / Invited
• [Presentation] Gauge Invariance, Polarization, and Conductivity (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: CMSA Program Topological Aspects of Condensed Matter, Harvard Center for Mathematical Sciences and Applications
  • Int'l Joint Research / Invited
• [Presentation] Topological Z-strings and magnetic monopoles in two Higgs doublet models (2019)
  • Author(s): Minoru Eto
  • Organizer: Topological solitons, nonperturbative gauge dynamics and confinement 2 (Pisa University)
  • Int'l Joint Research / Invited
• [Presentation] Gapless states on topological defects (2019)
  • Author(s): Minoru Eto
  • Organizer: Material Research Meeting 2019
  • Int'l Joint Research
• [Presentation] Magnetic monopoles (2019)
  • Author(s): Minoru Eto
  • Organizer: 山形大学 理工学研究セミナー（山形大学 米沢キャンパス）
• [Presentation] QCD phase diagram and the possibility of topological phases (2019)
  • Author(s): Yoshimasa Hidaka
  • Organizer: KEK Theory workshop 2019
  • Int'l Joint Research / Invited
• [Presentation] Free field realization in BPS/CFT (2019)
  • Author(s): Taro Kimura
  • Organizer: BPS/CFT Correspondence
  • Int'l Joint Research / Invited
• [Presentation] Super instanton counting and localization (2019)
  • Author(s): Taro Kimura
  • Organizer: Strings, Branes and Gauge Theories
  • Int'l Joint Research / Invited
• [Presentation] Nuclear states and spectra in holographic QCD (2019)
  • Author(s): Yoshinori Matsuo
  • Organizer: Holographic QCD
  • Int'l Joint Research
• [Presentation] Edge states, Weyl semimetals and black hole analogue (2019)
  • Author(s): Yoshinori Matsuo
  • Organizer: Progress in the Mathematics of Topological States of Matter
  • Int'l Joint Research / Invited
• [Presentation] Nuclear states and spectra in holographic QCD (2019)
  • Author(s): Yoshinori Matsuo
  • Organizer: Strings and Fields 2019
  • Int'l Joint Research
• [Presentation] Nuclear states and spectra in holographic QCD (2019)
  • Author(s): 松尾 善典
  • Organizer: 日本物理学会2019年秋季大会
• [Presentation] Nuclear states and spectra in holographic QCD (2019)
  • Author(s): Yoshinori Matsuo
  • Organizer: KEK Theory Workshop 2019
  • Int'l Joint Research
• [Presentation] Nuclear states and spectra in holographic QCD (2019)
  • Author(s): Yoshinori Matsuo
  • Organizer: Materials Research Meeting 2019
  • Int'l Joint Research
• [Presentation] Neural network as a discrete geometry for materials through holographic prin- ciple (2019)
  • Author(s): Koji Hashimoto
  • Organizer: International conference “ MATERIALS RESEARCH MEETING 2019 ” (Yokohama Symposia, Yokohama
  • Int'l Joint Research / Invited
• [Presentation] Deep Learning and holographic QCD (2019)
  • Author(s): Koji Hashimoto
  • Organizer: International workshop “NCTS-Kyoto University Joint Meeting on Recent Advances in String and Quantum Field Theory 2019” (National Center for Theoretical Sciences (NCTS), Shinchu,
  • Int'l Joint Research / Invited
• [Presentation] Boundary conditions of Weyl semimetals and edge-of-edge states (2019)
  • Author(s): Koji Hashimoto
  • Organizer: International long term program“Topological Quantum Matter: From Low-Temperature Physics to Non-Equilibrium Dynamics”NORDITA, Stockholm
  • Int'l Joint Research / Invited
• [Presentation] Deep Learning and holographic QCD (2019)
  • Author(s): Koji Hashimoto
  • Organizer: International workshop “Holographic QCD” (Stockholm)
  • Int'l Joint Research / Invited
• [Presentation] Holography, matter and deep learning (2019)
  • Author(s): Koji Hashimoto
  • Organizer: Microsoft workshop “Physics Meets ML” (Microsoft Research, Seattle)
  • Int'l Joint Research / Invited
• [Presentation] 深層ボルツマンマシンと AdS/CFT (2019)
  • Author(s): 橋本幸士
  • Organizer: 日本物理学会 2019 年秋季大会
• [Presentation] Polarization in Quantum Many-Body Systems (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Entanglement in Strongly Correlated Systems, Centro de Ciencias de Benasque “Pedro Pascual”
  • Int'l Joint Research / Invited
• [Presentation] Universal gap scaling of finite Ising/Kitaev chains (2019)
  • Author(s): Masaki Oshikawa
  • Organizer: Aspen Winter Conference 2019: New Approaches to Strongly Correlated Quantum Systems, Aspen Center for Physics, Aspen, CO, USA
  • Int'l Joint Research / Invited
• [Presentation] トポロジカルソリトンによるダイナミカルなブレーンワールドの構成 (2019)
  • Author(s): Minoru Eto
  • Organizer: ブレーンとソリトンの量子異常が導くトポロジカル物質（大阪大学）
• [Presentation] Electroweak strings in two Higgs doublet model revisited (2019)
  • Author(s): Minoru Eto
  • Organizer: 日本物理学会 第 74 回年次大会（九州大学）
• [Presentation] Geometry of quiver W-algebra (2019)
  • Author(s): Taro Kimura
  • Organizer: Representation theory, gauge theory and integrable systems
  • Int'l Joint Research / Invited
• [Presentation] A super random partition model (2019)
  • Author(s): Taro Kimura
  • Organizer: Spectra of Random Operators and Related Topics
  • Int'l Joint Research / Invited
• [Presentation] Black resonators and geons in AdS5 (2019)
  • Author(s): Keiju Murata
  • Organizer: 日本物理学会2019年春季大会
• [Presentation] Imaging black holes through AdS/CFT (2019)
  • Author(s): Keiju Murata
  • Organizer: ブレーンとソリトンの量子異常が導くトポロジカル物質
• [Presentation] Black resonators and geons in AdS5 (2019)
  • Author(s): Keiju Murata
  • Organizer: 第20回特異点研究会『特異点と時空、および関連する物理』
• [Presentation] Universal Gap scaling in finite Ising/Kitaev chain (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Workshop on Recent Developments on Chiral Matter and Topology, National Taiwan University, Taipei, Taiwan2
  • Int'l Joint Research / Invited
• [Presentation] Anomaly and Symmetry-Protected Topological Phases (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: WPC Theoretical Symposium 2018, Wolfgang-Pauli Centre, DESY Hamburg, Germany
  • Int'l Joint Research / Invited
• [Presentation] Polarization in Insulators and Conductors (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Trends in Theory of Correlated Materials 2018, University of Geneva, Switzerland
  • Int'l Joint Research / Invited
• [Presentation] Polarization in Many-Body Systems (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Topological phases in condensed matter and cold atom systems, IESC Cargese, France
  • Int'l Joint Research / Invited
• [Presentation] Anomaly and Symmetry-Protected Critical Phases (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Perspectives in Topological Phases: From Condensed Matter to High-Energy Physics, International Center for Interdisciplinary Science and Education, Quy Nhon, Vietnam
  • Int'l Joint Research / Invited
• [Presentation] Symmetry and Topology in Gapless Critical Phases (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Symmetry and Topology in Condensed Matter Physics, University of Tokyo, Japan
  • Int'l Joint Research / Invited
• [Presentation] Polarization in Quantum Many-Body Systems (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Topological phases of matter: from the quantum Hall effect to spin liquids, IPhT CEA Saclay
  • Int'l Joint Research / Invited
• [Presentation] Gauge Invariance and Stability of π-flux Critical Phases (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: 673rd Wilhelm und Else Heraeus-Seminar “Trends in Quantum Magnetism”, Physikzentrum Bad Honnef, Germany
  • Int'l Joint Research / Invited
• [Presentation] Polarization in Quantum Many-Body Systems (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: “Quantum Paths” Programme, Erwin-Schrodinger Institute, Vienna, Austria
  • Int'l Joint Research / Invited
• [Presentation] Localization of the Standard Model via Higgs mechanism and a finite electroweak monopole from non-compact five dimensions (2018)
  • Author(s): Minoru Eto
  • Organizer: Corfu summer institute: Workshop on the Standard Model and Beyond
  • Int'l Joint Research
• [Presentation] Localization of the Standard Model via Higgs mechanism on domain walls (2018)
  • Author(s): Minoru Eto
  • Organizer: Miami 2018
  • Int'l Joint Research
• [Presentation] トポロジカルソリトンによるダイナミカルなブレーンワールドの構成 (2018)
  • Author(s): Minoru Eto
  • Organizer: 素粒子物理学の進展2018（京都大学基礎物理学研究所）
  • Invited
• [Presentation] Chiral kinetic theory with quark mass (2018)
  • Author(s): 日高義将
  • Organizer: 日本物理学会第74回年次大会
• [Presentation] Particle Productions from Chiral Matter (2018)
  • Author(s): Yoshimasa Hidaka
  • Organizer: Workshop on Recent Development in Chiral Matter and Topology, National Taiwan University, Taipei, Taiwan
  • Int'l Joint Research / Invited
• [Presentation] Chiral kinetic theory and magnetic effect (2018)
  • Author(s): Yoshimasa Hidaka
  • Organizer: The 7th Asian Triangle Heavy-Ion Conference, University of Science and Technology of China, Hefei, AnHui, China
  • Int'l Joint Research / Invited
• [Presentation] Virtual photon polarization in the presence of vorticity (2018)
  • Author(s): Yoshimasa Hidaka
  • Organizer: 5th Joint Meeting of the APS Division of Nuclear Physics and the Physical Society of Japan, Hilton Waikoloa Village Waikoloa, HI, USA
  • Int'l Joint Research
• [Presentation] Introduction to W-algebras (2018)
  • Author(s): Taro Kimura
  • Organizer: Introduction to W-algebras
  • Invited
• [Presentation] Quantum algebras from quiver gauge theory (2018)
  • Author(s): Taro Kimura
  • Organizer: Geometric Correspondences of Gauge Theories
  • Int'l Joint Research / Invited
• [Presentation] Topological order is higher-form SSB (2018)
  • Author(s): Taro Kimura
  • Organizer: Progress in the Mathematics of Topological States of Matter
  • Int'l Joint Research / Invited
• [Presentation] Imaging black holes through AdS/CFT (2018)
  • Author(s): Keiju Murata
  • Organizer: International Workshop on "Theoretical Particle Physics 2018"
  • Int'l Joint Research
• [Presentation] Imaging black holes through AdS/CFT (2018)
  • Author(s): Keiju Murata
  • Organizer: Dynamics in Strong Gravity Universe
  • Int'l Joint Research
• [Presentation] Holographic Floquet state ~Oscillatory Electric Field in Holography~ (2018)
  • Author(s): Keiju Murata
  • Organizer: Holography and Extreme Chromodynamics
  • Int'l Joint Research
• [Presentation] Oscillatory Electric Field in Holography (2018)
  • Author(s): Keiju Murata
  • Organizer: 15th workshop on Non-Perturbative QCD
  • Int'l Joint Research / Invited
• [Presentation] Floquet superconductor in holography (2018)
  • Author(s): Keiju Murata
  • Organizer: International Molecule Program on Floquet Theory : Fundamentals and Applications
  • Int'l Joint Research
• [Presentation] ADS/CFT in time-dependent external field (2018)
  • Author(s): Koji Hashimoto
  • Organizer: International Molecule Program on Floquet Theory Fundamentals and Applications
  • Int'l Joint Research / Invited
• [Presentation] 素粒子の質量について (2018)
  • Author(s): 橋本幸士
  • Organizer: 日本質量分析学会
  • Invited
• [Presentation] Deep Learning and AdS/CFT (2018)
  • Author(s): Koji Hashimoto
  • Organizer: Deep Learning and physics 2018
  • Invited
• [Presentation] Deep Learning and AdS/CFT (2018)
  • Author(s): Koji Hashimoto
  • Organizer: 15th Workshop on Non-Perturbative Quantum Chromodynamics, Institut d'Astrophysique de Paris
  • Int'l Joint Research / Invited
• [Presentation] Deep Learning and AdS/CFT (2018)
  • Author(s): Koji Hashimoto
  • Organizer: Tsinghua Workshop on Machine Learning in Geometry and Physics 2018, Tsinghua Sanya International Mathematics Forum, China
  • Int'l Joint Research / Invited
• [Presentation] Deep Learning and holographic QCD (2018)
  • Author(s): Koji Hashimoto
  • Organizer: Strings and Fields 2018
  • Int'l Joint Research
• [Presentation] Deep Learning and holographic QCD (2018)
  • Author(s): Koji Hashimoto
  • Organizer: APCTP focus week “Holography and Geometry of Quantum Entanglement” Hanyang University, Korea
  • Int'l Joint Research / Invited
• [Presentation] Deep Learning and AdS/CFT (2018)
  • Author(s): Koji Hashimoto
  • Organizer: Quantum Gravity meets Lattice QFT, ECT, Trento, Italy
  • Int'l Joint Research / Invited
• [Presentation] 超弦理論における時空創発と深層学習 (2018)
  • Author(s): 橋本幸士
  • Organizer: 岡数学研究所・第１７回岡シンポジウム
  • Invited
• [Presentation] Deep Learning and holographic QCD (2018)
  • Author(s): Koji Hashimoto
  • Organizer: Workshop “Machine learning landscape”, International Centre for theoretical physics in Trieste, Italy
• [Presentation] Multiple functions in Quantum Field Theory (2018)
  • Author(s): T. Kimura
  • Organizer: 多重三角関数とその一般化/Multiple trigonometric functions and their generalizations
  • Invited
• [Presentation] Quiver gauge theory and quiver W-algebra (2018)
  • Author(s): T. Kimura
  • Organizer: 日本数学会2018年度年会/MSJ Spring Meeting 2018
  • Invited
• [Presentation] Fractional quiver gauge theory (2018)
  • Author(s): T. Kimura
  • Organizer: Localization Techniques in Quantum Field Theories
  • Int'l Joint Research / Invited
• [Presentation] 2ヒッグスダブレット模型における非アーベリアン宇宙紐1：解の構成と性質 (2018)
  • Author(s): Minoru Eto
  • Organizer: 日本物理学会第73回年次大会
• [Presentation] Nonequilibrium field theory and symmetry (2018)
  • Author(s): Yoshimasa Hidaka
  • Organizer: RIKEN-Osaka-OIST Joint Workshop 2018
• [Presentation] Symmetry-protected critical phases and global anomaly (2018)
  • Author(s): Masaki Oshikawa
  • Organizer: Croucher Advanced Institute Topology in Condensed Matter and High-Energy Physics
  • Int'l Joint Research / Invited
• [Presentation] 「トポロジカル相としての量子スピン液体とキタエフ模型」 (2018)
  • Author(s): 押川正毅
  • Organizer: 日本物理学会第73回年次大会シンポジウム「キタエフスピン液体とマヨラナ粒子：理論と実験を両輪とした最近の発展と展望」
  • Invited
• [Presentation] Deep learning, black holes and chaos (2018)
  • Author(s): Koji Hashimoto
  • Organizer: RIKEN-Osaka-OIST Joint Workshop 2018
  • Int'l Joint Research / Invited
• [Presentation] 深層学習とAdS/CFT (2018)
  • Author(s): 橋本幸士
  • Organizer: 日本物理学会第73回年次大会
• [Presentation] Non-simply-laced quiver gauge theory from Omega-background (2017)
  • Author(s): T. Kimura
  • Organizer: Strings and Fields 2017
  • Int'l Joint Research
• [Presentation] Double quantization of Seiberg-Witten geometry and quiver W-algebras (2017)
  • Author(s): T. Kimura
  • Organizer: East Asia Joint Workshop on Fields and Strings 2017
  • Int'l Joint Research
• [Presentation] Geometric Higgs Mechanism and Soliton World Scenario (2017)
  • Author(s): Minoru Eto
  • Organizer: Topological Solitons, Nonperturbative Gauge Dynamics and Confinement
  • Int'l Joint Research / Invited
• [Presentation] GUT and Brane world on domain walls (2017)
  • Author(s): Minoru Eto
  • Organizer: Workshop on Solitons, Gauge Fields, and the Integrability: Methods and Applications
  • Int'l Joint Research / Invited
• [Presentation] Localization of gauge fields on topological defects (2017)
  • Author(s): Minoru Eto
  • Organizer: Miami 2017: A topical conference on elementary particles, astrophysics, and cosmology
  • Int'l Joint Research
• [Presentation] Chiral kinetic equation with a collision term and anomalous transport from quantum field theory (2017)
  • Author(s): Yoshimasa Hidaka
  • Organizer: Phases of Quantum Chromodynamics (QCD) and Beam Energy Scan Program with Heavy Ion Collisions
  • Int'l Joint Research / Invited
• [Presentation] 非平衡場の理論と対称性 (2017)
  • Author(s): Yoshimasa Hidaka
  • Organizer: 非平衡物理の最前線－素粒子・宇宙から物性まで－
• [Presentation] Orbital Angular Momentum and Current Distribution in Two Dimensional Chiral Superfluids (2017)
  • Author(s): Masaki Oshikawa
  • Organizer: NORDITA Workshop Multicomponent and Strongly Correlated Superconductors
  • Int'l Joint Research / Invited
• [Presentation] Ground state of the S=1/2 Kagome antiferromagnet (2017)
  • Author(s): Masaki Oshikawa
  • Organizer: Junjiro Kanamori Memorial International Symposium ― New Horizon of Magnetism ―-
  • Int'l Joint Research / Invited
• [Presentation] 「Haldane現象からの理論的展開」 (2017)
  • Author(s): 押川正毅
  • Organizer: 日本物理学会2017年秋季大会シンポジウム「Haldane現象とその展開」
  • Invited
• [Presentation] Quantum information and black hole (2017)
  • Author(s): Koji Hashimoto
  • Organizer: APCTP focus week “”Geometry and holography for quantum criticality”
  • Int'l Joint Research
• [Presentation] 場の理論のカオスとブラックホール (2017)
  • Author(s): 橋本幸士
  • Organizer: 京都大学基礎物理学研究所研究会「熱場の量子論」
  • Invited
• [Presentation] カオス、クォーク、ブラックホール-AdS/CFT対応による新たな創発時空の特徴づけについて (2017)
  • Author(s): 橋本幸士
  • Organizer: 日本物理学会2017年秋季大会
  • Invited
• [Presentation] Complexity and AdS/CFT: quantum othello game (2017)
  • Author(s): Koji Hashimoto
  • Organizer: NCTS (Taiwan national center for theoretical sciences) annual meeting
  • Int'l Joint Research / Invited
• [Book] ディープラーニングと物理学 原理がわかる、応用ができる (2019)
  • Author(s): 田中 章詞、富谷 昭夫、橋本 幸士
  • Total Pages: 300
  • Publisher: 講談社
  • ISBN: 4065162629
• [Book] 物理学者，機械学習を使う (2019)
  • Author(s): 橋本 幸士、大槻 東巳、真野 智裕、斎藤 弘樹、藤田 浩之、安藤 康伸、永井 佑紀、青木 健一、藤田 達大、小林 玉青、大関 真之、久良 尚任、福嶋 健二、村瀬 功一、船井 正太郎、柏 浩司、富谷 昭夫
  • Total Pages: 212
  • Publisher: 朝倉書店
  • ISBN: 4254131291
• [Funded Workshop] Deep Learning and Physics 2019 (2019)