Detection of phase transition via convolutional neural networks A Tanaka, A Tomiya Journal of the Physical Society of Japan 86 (6), 063001, 2017 | 187 | 2017 |
Deep learning and the correspondence K Hashimoto, S Sugishita, A Tanaka, A Tomiya Physical Review D 98 (4), 046019, 2018 | 120 | 2018 |
Evidence of effective axial symmetry restoration at high temperature QCD A Tomiya, G Cossu, S Aoki, H Fukaya, S Hashimoto, T Kaneko, J Noaki, ... Physical Review D 96 (3), 034509, 2017 | 112 | 2017 |
Classically emulated digital quantum simulation of the Schwinger model with a topological term via adiabatic state preparation B Chakraborty, M Honda, T Izubuchi, Y Kikuchi, A Tomiya Physical Review D 105 (9), 094503, 2022 | 78 | 2022 |
Deep learning and holographic QCD K Hashimoto, S Sugishita, A Tanaka, A Tomiya Physical Review D 98 (10), 106014, 2018 | 68 | 2018 |
Correlated Dirac eigenvalues and axial anomaly in chiral symmetric QCD HT Ding, ST Li, S Mukherjee, A Tomiya, XD Wang, Y Zhang Physical Review Letters 126 (8), 082001, 2021 | 59 | 2021 |
Chiral properties of ()-flavor QCD in strong magnetic fields at zero temperature HT Ding, ST Li, A Tomiya, XD Wang, Y Zhang Physical Review D 104 (1), 014505, 2021 | 57 | 2021 |
Deep learning and physics A Tanaka, A Tomiya, K Hashimoto Springer, 2021 | 47 | 2021 |
Quantum quench and scaling of entanglement entropy P Caputa, SR Das, M Nozaki, A Tomiya Physics Letters B 772, 53-57, 2017 | 37 | 2017 |
Phase transition encoded in neural network K Kashiwa, Y Kikuchi, A Tomiya Progress of Theoretical and Experimental Physics 2019 (8), 083A04, 2019 | 31 | 2019 |
Violation of chirality of the Möbius domain-wall Dirac operator from the eigenmodes G Cossu, H Fukaya, A Tomiya, S Hashimoto Physical Review D 93 (3), 034507, 2016 | 28 | 2016 |
Chiral phase structure of three flavor QCD in a background magnetic field HT Ding, C Schmidt, A Tomiya, XD Wang Physical Review D 102 (5), 054505, 2020 | 27 | 2020 |
Towards reduction of autocorrelation in HMC by machine learning A Tanaka, A Tomiya arXiv preprint arXiv:1712.03893, 2017 | 20 | 2017 |
Publisher’s Note: Evidence of effective axial symmetry restoration at high temperature QCD [Phys. Rev. D 96, 034509 (2017)] A Tomiya, G Cossu, S Aoki, H Fukaya, S Hashimoto, T Kaneko, J Noaki Physical Review D 96 (7), 079902, 2017 | 19 | 2017 |
Meson masses in external magnetic fields with HISQ fermions HT Ding, ST Li, S Mukherjee, A Tomiya, XD Wang arXiv preprint arXiv:2001.05322, 2020 | 18 | 2020 |
Phase structure of three flavor QCD in external magnetic fields using HISQ fermions A Tomiya, HT Ding, XD Wang, Y Zhang, S Mukherjee, C Schmidt arXiv preprint arXiv:1904.01276, 2019 | 18 | 2019 |
Effects of near-zero Dirac eigenmodes on axial U (1) symmetry at finite temperature A Tomiya, G Cossu, H Fukaya, S Hashimoto, J Noaki arXiv preprint arXiv:1412.7306, 2014 | 14 | 2014 |
HMC with normalizing flows S Foreman, T Izubuchi, L Jin, XY Jin, JC Osborn, A Tomiya arXiv preprint arXiv:2112.01586, 2021 | 12 | 2021 |
Gauge covariant neural network for 4 dimensional non-abelian gauge theory Y Nagai, A Tomiya arXiv preprint arXiv:2103.11965, 2021 | 12 | 2021 |
QCD phase structure in strong magnetic fields HT Ding, ST Li, Q Shi, A Tomiya, XD Wang, Y Zhang arXiv preprint arXiv:2011.04870, 2020 | 11 | 2020 |