Achievements in FY2022
論文(paper)
著者名(authors)

計画研究班名

A01

A02

論文標題
(title)

雑誌名(Journal)

巻(Vol.)

号(No.)

出版年月日(Publicaion Date)
YYYY/MM/DD

掲載ページ(page no. from-to)

DOI

Y. Namekawa, K. Kashiwa, H. Matsuda, A. Ohnishi, H.
TakaseImproving efficiency of the path optimization method for agauge theory

Phys. Rev. D

A. Antoku, K. Kashiwa

Some Aspects of Persistent Homology Analysis on Phase
Transition: Examples in an Effective QCD Model with Heavy
Quarks

Universe

F. A. Di Bello, E. Dreyer, S. Ganguly, E. Gross, L.
Heinrich, M. Kado, N. Katati, J. Shlomi, N. Soybelman

Conditional Generative Modelling of Reconstructed Particles
at Collider Experiments

2022/11/11 10.48550/arXiv.2211.06406

F. A. Di Bello, E. Dreyer, S. Ganguly, E. Gross, L.
Heinrich, A. Ivina, M. Kado, N. Katati, L. Santi, J. Shlomi,
M. Tusoni

Reconstructing particles in jets using set transformer andhypergraph prediction networks

2022/12/02 10.48550/arXiv.2212.01328

T. Kishimoto, M. Morinaga, M. Saito, J. Tanaka

Decay-aware neural network for event classification incollider physics

2022/12/17 10.48550/arXiv.2212.08759

L. Heinrich, S. Ganguly, F. A. Di Bello, M. Kado

Set-Conditional Set Generation for Particle Physics

W. Jang, K. Terashi, M. Saito, C. W. Bauer, B. Nachman,
Y. Iiyama, R. Okubo, R. Sawada

Initial-State Dependent Optimization of Controlled Gate
Operations with Quantum Computer

ATLAS Collaboration

107

303450992822023/2/22 10.1103/PhysRevD.107.034509

2023/2/3 10.3390/universe9020082

2022/126798

2022/09/08 10.22331/q-2022-09-08-798

Direct constraint on the Higgs–charm coupling from a search
The European Physics
for Higgs boson decays into charm quarks with the ATLAS
Journal C
detector

82

717

2022/08/18 10.1140/epjc/s10052-022-10588-3

ATLAS Collaboration

Search for long-lived charginos based on a disappearingtrack signature using 136 fb-1
of pp collisions at √s = 13 TeV with the ATLAS detector

82

606

2022/07/11 10.1140/epjc/s10052-022-10489-5

ATLAS Collaboration

Flavour Tagging Efficiency Parametrisations with Graph
Neural Networks

2022/08/15

ATLAS Collaboration

Point Cloud Deep Learning Methods for Pion Reconstructionin the ATLAS Experiment2022/08/25

Kiichi Goto, Taikan Suehara, Tamaki Yoshioka, Masakazu
Development of a vertex finding algorithm using Recurrent
Kurata, Hajime Nagahara, Yuta Nakashima, Noriko
Neural Network
Takemura, Masako Iwasaki

A03

Quantum

The European Physics
Journal C

Nuclear Instruments andMethods in Physics
Research Section A:
Accelerators,
Spectrometers, Detectors
and AssociatedEquipment

1047

106

1678362023/2 10.1016/j.nima.2022.167836

101042052022/9/21 10.1103/PhysRevB.106.104205

X. Luo, T. Ohtsuki

Universality classes of the Anderson transitions driven byquasiperiodic potential in the three-dimensional WignerDyson symmetry classes

Physical Review B

Z. Xiao, K. Kawabata, X. Luo, T. Ohtsuki, R. Shindou

Level statistics of real eigenvalues in non-Hermitian systems

Physical Review Research

440431962022/12/19 10.1103/PhysRevResearch.4.043196

S Sakai, R Arita, T Ohtsuki

Quantum phase transition between hyperuniform density
distributions

Physical Review Research

430332412022/9/26 10.1103/PhysRevResearch.4.033241

S. Daimon, K. Tsunekawa, S. Kawakami, T. Kikkawa, R.
Ramos, K. Oyanagi, T. Ohtsuki, E. Saitoh

Deciphering quantum fingerprints in electric conductanceNature Communications

13

1

3160

RuQing G. Xu, Tsuyoshi Okubo, Synge Todo, Masatoshi
Imada

Optimized implementation for calculation and fast-update ofPfaffians installed to the open-source fermionic variational
solver mVMC

Computer Physics
Communications

277

10

1083752022/04/08 10.1016/j.cpc.2022.108375

7

148(1-10)2022/04/21 10.1038/s41535-022-00452-8

Kota Ido, Kazuyoshi Yoshimi, Takahiro Misawa, Masatoshi Unconventional dual 1D-2D quantum spin liquid revealed by NPJ QUANTUM
Imadaab initio studies on organic solids family
MATERIALS

2022/6/8 10.1038/s41467-022-30767-w

Ab initio low-energy effective Hamiltonians for the highJean Baptiste Morée, Motoaki Hirayama, Michael Thobias
temperature superconducting cuprates Bi2Sr2CuO6,
Schmid, Youhei Yamaji, Masatoshi Imada
Bi2Sr2CaCu2 O8, HgBa2CuO4, and CaCuO2

Physical Review B

106

23

235150(1-22)

A. Singh, H. Y. Huang, J. D. Xie, J. Okamoto, C. T. Chen, Unconventional exciton evolution from the pseudogap tosuperconducting phases in cuprates
T. Watanabe, A. Fujimori, M. Imada, D. J. Huang

Nature Communications

13

17906(1-9)2022/12/23 10.1038/s41467-022-35210-8

H. Arisawa, H. Shim, S. Daimon, T. Kikkawa, Y. Oikawa,S. Takahashi, T. Ono & E. Saitoh

Nature Communications

13

1

2440

2022/05/11 10.1038/s41467-022-30115-y

Physical Review Research

42

L022002

Observation of spin-current striction in a magnet

Miyazaki, Y ; Yokouchi, T ; Shibata, K ; Chen, Y ; Arisawa, Quantum oscillations from Fermi arc surface states in
H ; Mizoguchi, T ; Saitoh, E ; Shiomi, Y
Cd3As2 submicron wires

2022/12/15 10.1103/PhysRevB.106.235150

2022/04/05 10.1103/PhysRevResearch.4.L022002

Lee, WY ; Kang, MS ; Park, NW ; Kim, GS ; Jang, HW ;Saitoh, E ; Lee, SK

Phase and Composition Tunable Out-of-Plane Seebeck
Coefficients for MoS2-Based Films

ACS APPLIED
ELECTRONIC
MATERIALS

44

1576-1582

Hioki, T ; Hashimoto, Y ; Saitoh, E

Coherent oscillation between phonons and magnons

COMMUNICATIONSPHYSICS

5

1

1152022/05/11 10.1038/s42005-022-00888-1

IEEE TRANSACTIONSON MAGNETICS

58

608001722022/06/17 10.1109/TMAG.2022.3149664

81301106

2022/08/26 10.1109/TMAG.2022.3145888

Chumak, AV ; Kabos, P ; Wu, M ; Abert, C ; Adelmann, C; Adeyeye, AO ; Akerman, J ; Aliev, FG ; Anane, A ;Awad, A ; Back, CH ; Barman, A ; Bauer, GEW ;Becherer, M ; Beginin, EN ; Bittencourt, VASV ; Blanter,
YM ; Bortolotti, P ; Boventer, I ; Bozhko, DA ; Bunyaev,
SA ; Carmiggelt, JJ ; Cheenikundil, RR ; Ciubotaru, F ;Cotofana, S ; Csaba, G ; Dobrovolskiy, OV ; Dubs, C ;Elyasi, M ; Fripp, KG ; Fulara, H ; Golovchanskiy, IA ;Gonzalez-Ballestero, C ; Graczyk, P ; Grundler, D ;Gruszecki, P ; Gubbiotti, G ; Guslienko, K ; Haldar, A ;Hamdioui, S ; Hertel, R ; Hillebrands, B ; Hioki, T ;Houshang, A ; Hu, CM ; Huebl, H; Huth, M; Iacocca, E ;Jungfleisch, MB ; Kakazei, GN ; Khitun, A ; Khymyn, R ;Kikkawa, T ; Klaui, M ; Klein, O ; Klos, JW ; Knauer, S ;Advances in Magnetics Roadmap on Spin-Wave Computing
Koraltan, S ; Kostylev, M ; Krawczyk, M ; Krivorotov, IN ;Kruglyak, VV ; Lachance-Quirion, D ; Ladak, S ; Lebrun,
R ; Li, Y ; Lindner, M ; Macedo, R ; Mayr, S ; Melkov, GA ;Mieszczak, S ; Nakamura, Y ; Nembach, HT ; Nikitin, AA ;Nikitov, SA ; Novosad, V ; Otalora, JA ; Otani, Y ; Papp, A; Pigeau, B ; Pirro, P ; Porod, W ; Porrati, F ; Qin, H ;Rana, B ; Reimann, T ; Riente, F ; Romero-Isart, O ; Ross,
A ; Sadovnikov, AV ; Safin, AR ; Saitoh, E ; Schmidt, G ;Schultheiss, H ; Schultheiss, K ; Serga, AA ; Sharma, S ;Shaw, JM ; Suess, D ; Surzhenko, O ; Szulc, K ;Taniguchi, T ; Urbanek, M ; Usami, K ; Ustinov, AB ; vander Sar, T ; van Dijken, S ; Vasyuchka, VI ; Verba, R ;Kusminskiy, SV ; Wang, Q ; Weides, M ; Weiler, M ; Wintz,
S ; Wolski, SP ; Zhang, X

2022/04/26 10.1021/acsaelm.1c01260

Ieda, J ; Okayasu, S; Harii, K; Kobata, M; Yoshii, K;
Fukuda, T; Ishida, M ; Saitoh, E

The Damage Analysis for Irradiation Tolerant Spin-Driven
Thermoelectric Device Based on Single-Crystalline
Y3Fe5O12/Pt Heterostructures

IEEE TRANSACTIONSON MAGNETICS

58

Meer, H.; Gomonay, O.; Schmitt, C.; Ramos, R.;
Schnitzspan, L.; Kronast, F.; Mawass, M.; Valencia, S.;
Saitoh, E.; Sinova, J.; Baldrati, L.; Kläui, M.

Strain-induced shape anisotropy in antiferromagnetic
structures

PHYSICAL REVIEW B

106

9

94430

2022/09/01 10.1103/PhysRevB.106.094430

Tomosato Hioki；Tomonao Araki；Kosuke Umemura；
Koujiro Hoshi；Eiji Saitoh

Real-space observation of standing spin-wave modes in amagnetic disk

APPLIED PHYSICSLETTERS121

13

1324022022/09/26 10.1063/5.0098772

Takashi Kikkawa; Koichi Oyanagi; Tomosato Hioki;
Masahiko Ishida; Zhiyong Qiu; Rafael Ramos; Yusuke
Hashimoto; Eiji Saitoh

Composition-tunable magnon-polaron anomalies in spin
Seebeck effects in epitaxial Bi x Y 3− x Fe 5 O 12 films

PHYSICAL REVIEW
MATERIALS

6101044022022/10/06 10.1103/PhysRevMaterials.6.104402

Won-Yong Lee; Min-Sung Kang; Jae Won Choi; Si-Hoo
Abnormal Seebeck Effect in Vertically Stacked 2D/2D
Kim; No-Won Park; Gil-Sung Kim; Yun-Ho Kim; Eiji
PtSe2/PtSe2 Homostructure
Saitoh; Young-Gui Yoon; Sang-Kwon Lee
Hoshi, Koujiro ; Hioki, Tomosato ; Saitoh, Eiji

Spin motive force induced by parametric excitation

Hioki, Tomosato and Saitoh, Eiji

Stochastic dynamics of a metal magnon parametron

Takashi Kikkawa, Eiji Saitoh

Experimental observation of nuclear-spin Seebeck effect

ADVANCED SCIENCEAPPLIED PHYSICSLETTERSJOURNAL OF APPLIEDPHYSICSTHE JAPAN SOCIETY OF
APPLIED PHYSICS

93622034552022/11/10 10.1002/advs.202203455

121

21

2124042022/11/21 10.1063/5.0129466

132

20

2039012022/11/28 10.1063/5.0123221

91

122304032022/12/01 10.11470/jsaprev.230403

A04

Maekawa, Sadamichi ; Kikkawa, Takashi ; Chudo, Hiroyuki
JOURNAL OF APPLIED
Spin and spin current-From fundamentals to recent progress; Ieda, Jun'ichi ; Saitoh, Eiji
PHYSICS133

20209022023/01/14 10.1063/5.0133335

Oscar Lee, Kei Yamamoto, Maki Umeda, Christoph W
Zollitsch, Mehrdad Elyasi, Takashi Kikkawa, Eiji Saitoh,
Gerrit EW Bauer, Hidekazu Kurebayashi

Nonlinear Magnon Polaritons

PHYSICAL REVIEWLETTERS130

40467032023/01/26 10.1103/PhysRevLett.130.046703

Oyanagi, Koichi ; Takahashi, Saburo ; Kikkawa,Takashi ;Saitoh, Eiji

Mechanism of paramagnetic spin Seebeck effect

PHYSICAL REVIEW B

107

10144232023/01/27 10.1103/PhysRevB.107.014423

Takashi Kikkawa, Eiji Saitoh

Spin Seebeck effect: Sensitive probe for elementary
excitation, spin correlation, transport, magnetic order, anddomains in solids

ANNUAL REVIEW OF
CONDENSED MATTERPHYSICS14

124-1512023/03/10

22135362023/03/18 10.1002/adfm.202213536

Hendrik Meer, Stephan Wust, Christin Schmitt, Paul
Herrgen, Felix Fuhrmann, Steffen Hirtle, Beatrice Bednarz,
Laser-Induced Creation of Antiferromagnetic 180-Degree
Adithya Rajan, Rafael Ramos, Miguel Angel Niño,
Michael Foerster, Florian Kronast, Armin Kleibert, Baerbel Domains in NiO/Pt Bilayers
Rethfeld, Eiji Saitoh, Benjamin Stadtmüller, Martin
Aeschlimann, Mathias Kläui

ADVANCEDFUNCTIONAL
MATERIALS

E Rongione, O Gueckstock, M Mattern, O Gomonay, H
Meer, C Schmitt, R Ramos, T Kikkawa, M Mičica, E Saitoh,
Emission of coherent THz magnons in an antiferromagnetic
J Sinova, H Jaffrès, J Mangeney, STB Goennenwein, S
insulator triggered by ultrafast spin–phonon interactions
Geprägs, T Kampfrath, M Kläui, M Bargheer, TS Seifert, S
Dhillon, R Lebrun

NATURECOMMUNICATIONS

1

1818

2023/03/31 10.1038/s41467-023-37509-692

30347032023/02/16 10.7566/JPSJ.92.034703

0545012023/03/08 10.1103/PhysRevD.107.054501

2022/08/16 10.1103/PhysRevB.106.064506

Yuki Nagai and Hiroshi Shinaoka
Yuki Nagai, Akinori Tanaka and Akio Tomiya

Self-learning Monte Carlo for non-Abelian gauge theory with
PHYSICAL REVIEW D
dynamical fermions107

Yuki Nagai

Intrinsic vortex pinning in superconducting quasicrystals

PHYSICAL REVIEW B

106

6064506

Kushiro Shodai、Yoshida Kentaroh

Chaotic string motion in a near pp-wave limit

Journal of High Energy
Physics

2023

1

65

2023 10.1007/JHEP01(2023)065

Fukushima Osamu、Yoshida Kentaroh

Chaotic instability in the BFSS matrix model

Journal of High Energy
Physics

2022

9

39

2022 10.1007/JHEP09(2022)039

Hashimoto Koji、Murata Keiju、Tanahashi Norihiro、
Watanabe Ryota

Bound on energy dependence of chaos

Physical Review D

106

12

1260102022 10.1103/physrevd.106.126010

Hashimoto Koji、Ohashi Keisuke、Sumimoto Takayuki

Deriving the dilaton potential in improved holographic QCD
from the meson spectrum

Physical Review D

105

10

1060082022 10.1103/PhysRevD.105.106008

Hashimoto Koji、Matsuo Yoshinori、Yoda Takuya

Transient chaos analysis of string scattering

Journal of High Energy
Physics

2022

11

147

2022 10.1007/JHEP11(2022)147

Anatoly Dymarsky, Ashish Kakkar, Kirill Pavlenko, Sotaro
Sugishita

Spectrum of quantum KdV hierarchy in the semiclassical limit JHEP

2022

9

169

2022 10.1007/JHEP09(2022)169

Temma Hanyuda, Soichiro Mori, Sotaro Sugishita

Target space entanglement in quantum mechanics offermions at finite temperature

JHEP

2022

9

152

2022 10.1007/JHEP09(2022)152

Sotaro Sugishita,Seiji Terashima

Rindler Bulk Reconstruction and Subregion Duality in
AdS/CFT

JHEP

2022

11

41

論文標題
(title)著者名(authors)

B01

B03

14

Sparse Modeling Approach for Quasiclassical Theory ofSuperconductivity

計画研究班名B02

10.1146/annurev-conmatphys-040721014957

JOURNAL OF PHYSICALSOCIETY OF JAPAN

雑誌名(Journal)

巻(Vol.)

号(No.)

2022 10.1007/JHEP11(2022)041

出版年月日(Publicaion Date)
YYYY/MM/DD

掲載ページ(page no. from-to)

DOI

Nagai, Yuki and Tanaka, Akinori and Tomiya, Akio

Self-learning Monte Carlo for non-Abelian gauge theory with
Physical Review D
dynamical fermions

107054501-1 ~ 054501-16

2023 10.1103/PhysRevD.107.054501

Watanabe, Kaito and Sakamoto, Kotaro and Karakida,
Ryo and Sonoda, Sho and Amari, Shun-ichi

Deep Learning in Random Neural Fields: Numerical
Experiments via Neural Tangent Kernel

Neural Networks

160

148-1632023 10.1016/j.neunet.2022.12.020

Ota, Toshihiro and Karakida, Ryo

Attention in a family of Boltzmann machines emerging frommodern Hopfield networks

Neural Computation35

in press2023 in press

Karakida, Ryo and Shotaro, Akaho

Learning Curves for Continual Learning in Neural Networks:
Self-Knowledge Transfer and Forgetting

International Conference
on Learning
Representations (ICLR)

なし

1-27

2022 なし

Yuki Tatsunami, Masato Taki

Sequencer: Deep LSTM for Image Classification

Neural Information
Processing Systems(NeurIPS 2022)

なし

1-14

2022 なし

坂田綾香，樺島祥介

ベイズ的グループテストのカットオフ値評価と ROC 解析

統計数理

Ayaka Sakata, Yoshiyuki Kabashima

Decision Theoretic Cutoff and ROC Analysis for Bayesian
Optimal Group Testing

Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima

On Model Selection Consistency of Lasso for HighDimensional Ising Models

IEEE Transaction on
Information Theory
Proceedings of Machine
Learning Research

Koki Okajima, Xiangming Meng, Takashi Takahashi,
Yoshiyuki Kabashima

Average case analysis of Lasso under ultra sparseconditions

Proceedings of Machine
Learning Research

Xiangming Meng, Yoshiyuki Kabashima

Quantized Compressed Sensing with Score-Based
Generative Models

Proceedings of ICLR
2023

Hiromichi Nishimura, Toshiaki Fujimori, Tatsuhiro Misumi,
Muneto Nitta, Norisuke Sakai

Resurgence and semiclassical expansion in two-dimensional JOURNAL OF HIGH
large-N sigma models
ENERGY PHYSICS

2022

6

151

Syo Kamata, Tatsuhiro Misumi, Naohisa Sueishi, andMithat ÜnsalExact WKB analysis for SUSY and quantum deformed
potentials: Quantum mechanics with Grassmann fields andWess-Zumino terms

Physical Review D

107

40450192023/02/28 10.1103/PhysRevD.107.045019

Kohei Kawabata, Ken Shiozaki, Shinsei Ryu

Many-body topology of non-Hermitian systems

Physical Review B

105

16

1651372022/4/19 10.1103/PhysRevB.105.165137

Ken Shiozaki

Adiabatic cycles of quantum spin systems

Physical Review B

106

12

1251082022/9/7 10.1103/PhysRevB.106.125108

Ken Shiozaki, Masatoshi Sato, Kiyonori Gomi

Atiyah-hirzebruch spectral sequence in band topology:
General formalism and topological invariants for 230 spacegroupsPhysical Review B

106

16

1651032022/10/4 10.1103/PhysRevB.106.165103

Shuhei Ohyama, Ken Shiozaki, Masatoshi Sato

Generalized Thouless pumps in -dimensional interacting
fermionic systems

Physical Review B

106

16

1651152022/10/17 10.1103/PhysRevB.106.165115

702022 なし
to appear2023 10.1109/TIT.2023.3276696

206

6783-6805

2023

206

11317-11330

2023 doi.org/10.48550/arXiv.2302.13093

doi.org/10.48550/arXiv.2110.08500
Focus to learn more

2023 doi.org/10.48550/arXiv.2211.13006

2022/6/27 10.1007/JHEP06(2022)151

学会等での発表(presentation)

A01

A02

発表標題
(title)

発表者名(presenter)

計画研究班名

学会等名(organized institute etc)

発表年・月
(YYYY/MM)

会場(venue)都市、国(city, country)

発表種別(presentation type)

安徳勇知

虚数化学ポテンシャル領域における QCD 有効模型のパーシス
第128回日本物理学会九州支部例
テ ントホモロジー解析

2022/12 熊本大学

熊本、日本

一般口頭(Oral)

加藤睦代, 岩崎昌子, 長原 一, 吉田道隆, 末原大幹, 山田 悟,
中島悠太, 武村紀子, 中野貴志

機械学習を用いたスパースサンプリングによるデータ処理技術
日本物理学会2000年秋季大会の基礎開発(II)2022/09 岡山理科大学

岡山市, 日本

一般口頭(Oral)

岩崎 昌子

加速器制御への機械学習の適用

第19回日本加速器学会年会

2022/10

岩崎 昌子

機械学習

Flavor Physics Workshop 2022 (FPWS 2022)

2022/11 ニュー八景園

伊豆の国市，日本

招待(invited)加藤 睦代

機械学習を用いたスパースサンプリングによるデータ処理技術
Flavor Physics Workshop 2022 (FPWS 2022)の基礎開発

2022/11 ニュー八景園

伊豆の国市，日本

一般口頭(Oral)

岩崎 昌子

大型加速器を用いた素粒子実験への機械学習適用

ICEPPセミナー

2022/11 東京大学ICEPP

文京区，日本

岩崎 昌子

Overview of AI application in Accelerator

KEK IINAS 5th International School on Beam
Dynamics and Accelerator Technology (ISBA22)

2022/11 ひろしま国際プラザ

東広島市，日本

C. Kato, M. Iwasaki, H. Nagahara, M. Yoshida, T.
Suehara, S. Yamada, Y. Nakashima, N. Takemura, T.
Nakano

R&D of the Data Processing with Sparse Sampling using
Machine Learning for High Energy Experiments

ML at HEP workshop

2023/02

ポスター(poster)

岩崎昌子

機械学習を適用したKEK電子陽電子入射器ビーム調整のための開発

2023/02

招待(invited)

度会龍, 岩崎昌子, 中島悠太, 武村紀子, 長原一, 中野貴志, 佐
GANを用いた加速器シミュレータの開発
藤政則, 佐武いつか
T. Onoe, T. Suehara, K. Kawagoe, T. Yoshioka, Y.
Graph Neural Network Jet Flavor Tagging at ILC
Nakajima, H. Nagahara,N. Takemura

招待(invited)

招待(invited)

日本物理学会2023年春季大会

2023/03

ML at HEP workshop

2023/02 KEK

つくば市, 日本

ポスター(poster)First ECFA Workshop on e+e- Higgs/EW/Top
Factories

2022/10 DESY

Hamburg, Germany

一般口頭(Oral)

Banff, Alberta, Canada

ポスター(poster)

一般口頭(Oral)

T. Suehara

High-level reconstruction at future e+e- colliders

T. Suehara, S. Tsumura, T. Onoe, Y. Nakashima, N.
Takemura, H. Nagahara

High-Level Event Reconstruction with Graph Neural Network Japanese-Canadian Frontiers of Sciencefor Future Colliders
Symposium

2023/03

尾上友紀, 末原大幹, 吉岡瑞樹, 川越清以, 中島悠太, 長原一,
武村紀子

ILCのためのグラフニューラルネットワークを用いたフレー
バー識別アルゴリズムの開発

日本物理学会2023年春季大会

2023/03

Hajime Nagahara

Deep sensing - Jointly optimize imaging and processing -International Workshop on Image Sensors andImaging Systems

2022/12 静岡大学浜松キャンパス

Shizuoka Japan

招待(invited)森永 真央, 齊藤真彦, 岸本巴, Sanmay Ganguly, 田中純一

深層学習を用いたジェットフレーバー分類の研究

日本物理学会2022年秋季大会

2022/09 岡山理科大学

岡山市, 日本

一般口頭(Oral)

Sanmay Ganguly, Junichi Tanaka, Masahiko Saito,
Masahiro Morinaga

Generating LHC events through symmetry equivariant
networks

日本物理学会2022年秋季大会

2022/09 岡山理科大学

岡山市, 日本

一般口頭(Oral)

Banff Center for Arts andCreativitiy

一般口頭(Oral)Jian Wu, Sanmay Ganguly, Junichi Tanaka

Photon energy calibration using graph neural networks

日本物理学会2023年春季大会

2023/03

野尻美保子

Anatomy of Jet classification using Deep Learning

The 2nd Asian European Institues (AEI)
workshop for BSM

2022/11 The Grand Sumorum, Jeju

古市亜門

深層学習によるジェット分類の効率化の理解

日本物理学会2023年春季大会

2023/03 オンライン

野尻美保子

高エネルギー物理は深層学習でどう変わるか

日本物理学会2023年春季大会

2023/03 オンライン

野尻美保子

How machine learning changes particle physics

Interdisciplinary Science Conoference in
Okinawa

2023/03 OIST

沖縄、日本

招待(invited)

M. Imada

Variational Quantum Monte Carlo and Beyond

QMC in the Next Decade Flatiron InstituteCenter for Computational Quantum Physics

2022/09 CCQ

New York, USA

招待(invited)

M. Imada

Variational studies on classical simulation of quantum manybody problem and integrated analyses of spectroscopic
Variational Learning for Quantum Matter
experimental data ― How can they describe complex real
Bernoulli Workshop
world well ?

2022/07 EPFL

Lausanne, Switzerland

招待(invited)

M. Imada

Electron fractionalization and cuprate superconductivity

International Superstripes Conference 2022

2022/06 Frascati National Laboratory

Rome, Italy

招待(invited)大槻東巳

固体物理における波動関数の解析と生成

日本物理学会シンポジウム

2023/3/23 online

online

招待(invited)

大槻東巳

Universality classes of the Anderson transitions driven byquasiperiodic potential in the three-dimensional WignerDyson symmetry classes

日本物理学会2023/3/22 onlie

online

一般口頭(Oral)Tomi Ohtsuki

Universality classes of the Anderson transitions driven byquasiperiodic potential in the three-dimensional WignerDyson symmetry classes

アメリカ物理学会

2023/3/10 APSMM

ラスベガス，米国

一般口頭(Oral)

大槻東巳

深層学習による波動関数の解析と生成

東京大学AIセンター連続シンポジウム

2022/10/10 online

onlie

招待(invited)

Tomi Ohtsuki

Unsupervised machine learning the Anderson transitions

Localisation 2022

2022/8/29 Hokkaido Univ.

Sapporo, Japan

ポスター(poster)

大槻東巳

深層学習で解析・生成したランダム量子系の波動関数～AIを用 RIST HPCI 第6回オンラインサロン「スパコンいた半導体中の電気伝導の解析～
コロキウム」

2022/7/22 online

online

招待(invited)大槻東巳

Critical behaviors of the Anderson transitions in Hermitianand non-Hermitian systems

2022/5/13 online

online

招待(invited)

S. Daimon

Deciphering Quantum Fingerprints in electronic conductance Localization 2022

2022/8/27 online

online

招待(invited)齊藤英治

Coupling of electron and nuclear spins in spin caloritronics

Spin Caloritronics XI

2022/05/24 University of Illinois

Illinoi, USA

招待(invited)齊藤英治

Spin current induced by nuclear spin and quantum spin
liquid2nd international conference on materials forhumanity(MH22)

National University of2022/09/21
Singapore

Singapore

招待(invited)

吉田健太郎

Chaotic Instability in the BFSS matrix model

NTU-Kyoto High Energy Physics
Workshop/Kawai Fest

2022

招待(invited)

吉田健太郎

Chaotic Instability in the BFSS matrix model

East Asia Joint Workshop on Fields and Strings
2022

2022

招待(invited)

Koji Hashimoto

Machine Learning the Bulk in AdS/CFT

Workshop “A Deep learning era of particle
theory” at Mainz Institute for Theoretical Physics

2022

招待(invited)

Koji Hashimoto

Deep Learning and Quantum Gravity

Bethe colloquium at University Bonn2022

基調(keynote)

Koji Hashimoto

Machine Learning the Bulk in AdS/CFT

Holography 2022: quantum matter andspacetime2022

招待(invited)

Koji Hashimoto

Quantum chaos and black holes

アジア太平洋物理学会

2022

基調(keynote)橋本幸士

学習物理学の創成

第16回領域横断物性科学研究会 凝縮系科学の最
前線

2022

招待(invited)橋本幸士

学習物理学:深層学習と物理学の融合と時空解釈

第12回計算力学シンポジウム

2022

招待(invited)

Koji Hashimoto

Chaos energy bound

NTU-Kyoto High Energy Physics
Workshop/Kawai Fest

2022

招待(invited)杉下宗太郎

QEDの赤外発散と漸近対称性

KMI分野横断セミナー「時空の漸近構造、赤外発
散、重力波」

2022 名古屋大学

招待(invited)

Sotaro Sugishita

Rindler Bulk Reconstruction and Subregion Duality in
AdS/CFTWorkshop on General Relativity, Cosmology,
and Black Hole Information Paradox2022

一般口頭(Oral)

杉下宗太郎

Contradiction of Entanglement Wedge Reconstruction in
AdS/CFTYITP Workshop 場の理論と弦理論 2022

2022 京都大学

一般口頭(Oral)

村田仁樹

ディープラーニングの応用に関する研究

第20回若手研究フォーラム

2022 埼玉工業大学

招待(invited)村田仁樹

機械学習の基礎

物理屋のための機械学習講義（第３回）

2023

一般口頭(Oral)

Jeju 韓国

招待(invited)

一般口頭(Oral)
招待(invited)

A03

A04

発表者名(presenter)

計画研究班名発表標題(title)B02

物性研究所スパコン共同利用・CCMS合同研究会「計算物質科学の新展開」

学会等名(organized institute etc)
Forum de Physique Statistique a l’Ecole
Normale Superieure

発表年・月(YYYY/MM)2022

招待(invited)

会場(venue)都市、国(city, country)

発表種別(presentation type)

Hajime Yoshino

Statistical Mechanics of a Deep Neural Network

Hajime Yoshino

Towards a theory of artificial and biological
Spatially Heterogeneous Learning in a Deep Neural Network
neural networks

Hajime Yoshino

Random energy model in a pure ferromagnet

Physics of dense and active disorderedmaterials

2023

Angelo Giorgio Cavaliere, Riki Nagasawa, Shuta Yokoi,
Tomoyuki Obuchi and Hajime Yoshino

Statistical inference of an assembly of vectors with a large
number of components through their p-body products

Physics of dense and active disorderedmaterials

2023

Yuki Rea Hamano and Hajime Yoshino

Spatial evolution of RSB in layered p-spin models

Physics of dense and active disorderedmaterials

2023

吉野元

深層パーセプトロン学習における熱平衡化

物性研究所スパコン共同利用・CCMS合同研究会「計算物質科学の新展開」

2022

招待(invited)

吉野元

深層学習の統計力学とガラス的な濡れ転移

非平衡ソフトマター・アモルファス物質の 物性解明への力学的自己組織化からの挑戦

2022

招待(invited)

吉野元

深層学習における空間的不均一性

京都大学理学研究科 物理学・宇宙物理学専攻 セ
ミナー

2022

招待(invited)

吉野元

深層ニューラルネットワークにおける隠れた多様体模型の解析 日本物理学会

2022

招待(invited)

吉野元

深層ニューラルネットワークにおけるレプリカ対称性の破れ

日本物理学会

2022

招待(invited)

坂田綾香

グループテストにおける確率伝搬法と最適カットオフ

離散数学とその応用研究集会2022

招待(invited)

Ayaka Sakata

Decision Theoretic Cutoff and ROC Analysis for Bayesian
Optimal Group Testing

Workshop on Functional Inference and MachineIntelligence2023

招待(invited)

Yoshiyuki Kabashima

Statistical mechanics approach to linear regression

Workshop on Functional Inference and MachineIntelligence2023

招待(invited)

Yoshiyuki Kabashima

Assessing transfer entropy from biochemcal data

Nobel symposium "Predictability in Science inthe age of Big Data

2022

招待(invited)樺島祥介

拡散モデルに基づく圧縮センシング

公開シンポジウム「データ駆動科学と情報計測の新展開」(DDIMA)

2023

招待(invited)

Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima

On Model Selection Consistency of Lasso for HighDimensional Ising Models

The 26th International Conference on Artificial
Intelligence and Statistics (AISTATS)

2023

招待(invited)2023

招待(invited)Koki Okajima, Xiangming Meng, Takashi Takahashi,
Yoshiyuki Kabashima

Average case analysis of Lasso under ultra sparseconditions

The 26th International Conference on Artificial
Intelligence and Statistics (AISTATS)

2023

Xiangming Meng, Yoshiyuki Kabashima

Quantized Compressed Sensing with Score-Based
Generative Models

The 26th International Conference on Artificial
Intelligence and Statistics (AISTATS)

2023

三角樹弘

格子フェルミオン再考 -グラフ理論と位相不変量の立場から-

格子上の場の理論と連続空間上の場の理論

Tatsuhiro MISUMI

Resurgence in QFT -renormalon, phase transition and more-

Applicable resurgent asymptotics: Summary
meeting(AR2W03)

Tatsuhiro MISUMI

New insights into lattice fermions and topology

Ken Shiozaki

Adiabatic Cycles in Quantum Spin Systems

B03
2022/7 京大基研

京都，日本

招待(invited)

ケンブリッジ大学ニュートン研究所

Cambridge,UK

招待(invited)

Novel Lattice Fermions and their Suitability for
High-Performance Computing and Perturbation
Theory2022/3/6 グーテンベルク大学マインツ

Mainz,Germany

招待(invited)

Geometrical aspects of topological phases ofmatter: spatial symmetries, fractons and beyond

Simons center for geometry
2022/5/27 and physics, Stony Brook
University

NY, US

招待(invited)2022/12/16

書籍(book)
著者名(author)

計画研究班名A02

K. Hanagaki, J. Tanaka, M. Tomoto and Y. Yamazaki

著書名(title)

出版社名(Publisher)

Experimental Techniques in Modern High-Energy Physics

Springer

発行年月(YYYY/MM)ISBN

2023/01 978-4-431-56929-9

URL
https://doi.org/10.1007/978-4-431-56931-2

Organized WS
Title of event

group

A02

ML at HEP workshop

Host/Co-host
共催

Name of chairperson
Yu Nakahama

代表者所属(affiliation ofchairperson)

開催場所(venue)高エネルギー加速器研究機 高エネルギー加速器
構(KEK)
研究機構(KEK)

開催都市・国(city, country)
つくば市, 日本

開催期間
（YYYY/MM/DDYYYY/MM/DD)
2023/02/23-2023/02/24

内外国人参加者人数 英語で発表有なら(number of foreign
ENG.
participants)(if English, ENG.)

参加者数(number of participants)
120

16 ENG.