{"id":65,"date":"2023-06-30T12:49:40","date_gmt":"2023-06-30T03:49:40","guid":{"rendered":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/?page_id=65"},"modified":"2026-03-04T22:48:34","modified_gmt":"2026-03-04T13:48:34","slug":"achievements","status":"publish","type":"page","link":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/?page_id=65","title":{"rendered":"Achievements"},"content":{"rendered":"<h3>FY2025<\/h3>\n<h4>Awards<\/h4>\n<ul>\n<li><strong>[2025 HPCI Software award\u3010Development\u3011]<\/strong>, Akio Tomiya and Yuki Nagai, &#8220;JuliaQCD&#8221;, <a href=\"https:\/\/hpci-c.jp\/hrdevelop\/award.html\">High Performance Computing Infrastructure Consortium<\/a><\/li>\n<\/ul>\n<h4>Presentations<\/h4>\n<ul>\n<li>K. Sato, &#8220;Exploring Meson Charge Radii Near the Continuum Limit form Large-Volume Lattice QCD&#8221;, <span style=\"font-size: revert;\">\u7b2c5\u56de\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u7a76\u4ea4\u6d41\u4f1a, Tokyo, March, 2026<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting with Deborah.jl&#8221;, <span style=\"font-size: revert;\">\u7b2c5\u56de\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u7a76\u4ea4\u6d41\u4f1a, Tokyo, March, 2026<\/span><\/li>\n<li>K.-i. Ishikawa, &#8220;\u683c\u5b50\u30b2\u30fc\u30b8\u7406\u8ad6\u3084\u30e9\u30fc\u30b8N\u30b2\u30fc\u30b8\u7406\u8ad6\u3092\u901a\u3058\u305f\u7d20\u7c92\u5b50\u6a19\u6e96\u6a21\u578b\u306e\u63a2\u6c42&#8221;, <span style=\"font-size: revert;\">\u7b2c5\u56de\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u7a76\u4ea4\u6d41\u4f1a, Tokyo, March, 2026<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting with Deborah.jl&#8221;, The 2nd &#8220;AI+HEP in East Asia&#8221; workshop, KEK, January, 2026<\/li>\n<li>A. Tomiya, &#8220;Machine Learning for Lattice QCD&#8221;, The 2nd &#8220;AI+HEP in East Asia&#8221; workshop, KEK, January, 2026<\/li>\n<li>K. Sato, &#8220;Exploring Meson Charge Radii Near the Continuum Limit with Large-Volume, Physical-Point Nf=2+1 Lattice QCD Configurations&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 2025, Tokyo, January, 2026<\/span><\/li>\n<li>H. Hsiao, &#8220;A Machine Learning Approach for Lattice Gauge Fixing&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 2025, Tokyo, January, 2026<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting with Deborah.jl&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 2025, Tokyo, January, 2026<\/span><\/li>\n<li>A. Tomiya, &#8220;Markov chain Monte Carlo with effective model&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 2025, Tokyo, January, 2026<\/span><\/li>\n<li>N. Ukita, &#8220;\u5927\u898f\u6a21\u683c\u5b50QCD\u8a08\u7b97\u306b\u3088\u308bPACS10\u3001PACS10c\u914d\u4f4d\u751f\u6210&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 2025, Tokyo, January, 2026<\/span><\/li>\n<li>T. Yamazaki, &#8220;Kaon semileptonic decay form factors at the physical quark mass on large volumes in 2+1+1 flavor lattice QCD&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 2025\u3001Tokyo, January, 2026<\/span><\/li>\n<li>T. Yamazaki, &#8220;\u300c\u5bcc\u5cb3\u300d\u3068AI\u3066\u3099\u6311\u3080\u7d20\u7c92\u5b50\u306e\u8b0e&#8221;, <span style=\"font-size: revert;\">\u7b2c 5 \u56de \u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u300c\u5bcc\u5cb3\u767e\u666f\u300d, Online, December, 2025<\/span><\/li>\n<li>A. Tomiya, &#8220;\u7269\u7406\u5b66\u5411\u3051\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc&#8221;, <span style=\"font-size: revert;\">Nara Women\u2019s University, Nara, <\/span>November, 2025<\/li>\n<li>T. Yamazaki, &#8220;Hadron form factor from lattice QCD on large volumes at the physical quark mass&#8221;, <span style=\"font-size: revert;\">The 2025 Asian Nuclear Physics Association, Taiwan, November, 2025<\/span><\/li>\n<li>A. Tomiya, &#8220;From Ising to QCD: Phases, Symmetry, and AI&#8221;, <span style=\"font-size: revert;\">Quantum100 \u2297 AI Workshop, Munster, Germany, November, 2025<\/span><\/li>\n<li>S. Suenaga, A. Tomiya, &#8220;Parameter Optimization of Domain-Wall Fermion using Machine Learning&#8221;, The 42nd International Symposium on Lattice Field Theory (Lattice 2025), TIFR Mumbai, India, November, 2025<\/li>\n<li>H. Hsiao, &#8220;A Machine Learning Approach for Lattice Gauge Fixing&#8221;, The 42nd International Symposium on Lattice Field Theory (Lattice 2025), TIFR Mumbai, India, November, 2025<\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting with Deborah.jl&#8221;, The 42nd International Symposium on Lattice Field Theory (Lattice 2025), TIFR Mumbai, India, November, 2025<\/li>\n<li>K. Sato, &#8220;Towards continuum limit of Meson Charge Radii using large volume configuration at physical point in Nf=2+1 lattice QCD&#8221;, <span style=\"font-size: revert;\">16th European Research Conference on Electromagnetic Interactions with Nucleons and Nuclei, Cyprus, October, 2025<\/span><\/li>\n<li>T. Yamazaki, &#8220;Kaon semileptonic form factors at the physical quark masses on large volumes in lattice QCD&#8221;,\u00a0<span style=\"font-size: revert;\">16th European Research Conference on Electromagnetic Interactions with Nucleons and Nuclei, Cyprus, October, 2025<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting&#8221;, KPS 2025 Fall Meeting, Gwangju Kim Daejung Convention Center, South Korea, October, 2025<\/li>\n<li>A. Tomiya, &#8220;<span style=\"font-size: revert;\">\u683c\u5b50QCD\u306b\u304a\u3051\u308b\u5834\u306e\u5909\u5f62<\/span>&#8220;, Shiga, October, 2025<\/li>\n<li>K. Sato, &#8220;Meson Charge Radii from Large-Volume Lattice QCD&#8221;, <span style=\"font-size: revert;\">17th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, \u3064\u304f\u3070, October, 2025<\/span><\/li>\n<li>N. Ukita, &#8220;Search for physics beyond the standard model\u3000from 2+1+1 Flavor Lattice QCD with the Physical Quark Masses&#8221;, <span style=\"font-size: revert;\">17th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, \u3064\u304f\u3070, October, 2025<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting&#8221;, 10th International Symposium of Quantum Beam Science, October, 2025<\/li>\n<li>H. Ohno, &#8220;Machine Learning Applications to Lattice QCD&#8221;, 10th International Symposium of Quantum Beam Science, October, 2025<\/li>\n<li>A. Tomiya, &#8220;Neural networks for lattice QCD\/Cond-mat&#8221;, <span style=\"font-size: revert;\">R7\u5e74\u5ea6\u5b66\u8853\u5909\u9769A\u300c\u5b66\u7fd2\u7269\u7406\u5b66\u300d\u9818\u57df\u4f1a\u8b70, \u6771\u4eac\u5927\u5b66, September, 2025<\/span><\/li>\n<li>H. Hsiao, &#8220;Lattice Gauge Fixing through a Machine Learning Approach&#8221;, <span style=\"font-size: revert;\">R7\u5e74\u5ea6\u5b66\u8853\u5909\u9769A\u300c\u5b66\u7fd2\u7269\u7406\u5b66\u300d\u9818\u57df\u4f1a\u8b70, \u6771\u4eac\u5927\u5b66, September, 2025<\/span><\/li>\n<li>J. Takahashi, H. Ohno, A. Tomiya, &#8220;\u30b9\u30d1\u30fc\u30b9\u306a\u89e3\u3092\u4eee\u5b9a\u3057\u305f\u6709\u9650\u6e29\u5ea6\u30c1\u30e3\u30fc\u30e2\u30cb\u30a6\u30e0\u30b9\u30da\u30af\u30c8\u30eb\u95a2\u6570\u306e\u7b97\u51fa&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>H. Hsiao, &#8220;Lattice Gauge Fixing through a Machine Learning Approach&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>A. Tomiya, &#8220;Lattice gradient flows (de-)stabilizing topological sectors for SU(3)&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>K. Sato, &#8220;PACS10\/L128\u30fbL160\u914d\u4f4d\u3092\u7528\u3044\u305f\u4e2d\u9593\u5b50\u8377\u96fb\u534a\u5f84\u306e\u9023\u7d9a\u5916\u633f&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>N. Ukita, &#8220;\u5927\u898f\u6a21\u683c\u5b50QCD\u8a08\u7b97\u306b\u3088\u308bPACS10,PACS10c\u914d\u4f4d\u751f\u6210&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>T. Yamazaki, &#8220;K\u4e2d\u9593\u5b50\u30bb\u30df\u30ec\u30d7\u30c8\u30cb\u30c3\u30af\u5d29\u58ca\u5f62\u72b6\u56e0\u5b50\u8a08\u7b97&#8221;, <span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u7b2c80\u56de\u5e74\u6b21\u5927\u4f1a, \u5e83\u5cf6, September, 2025<\/span><\/li>\n<li>J. Takahashi, H. Ohno, A. Tomiya, &#8220;\u30b9\u30d1\u30fc\u30b9\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u7528\u3044\u305f\u30c1\u30e3\u30fc\u30e2\u30cb\u30a6\u30e0\u30b9\u30da\u30af\u30c8\u30eb\u95a2\u6570\u306e\u8a08\u7b97&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>H. Ohno, &#8220;JuliaQCD\u306b\u304a\u3051\u308bGPU\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u305d\u306e\u6027\u80fd\u8a55\u4fa1&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>H. Hsiao, &#8220;Machine Learning Approaches for Lattice Gauge Fixing&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>Y. Nagai, &#8220;Julia\u3092\u7528\u3044\u305f\u30cf\u30a4\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff1aJuliaQCD\u30d7\u30ed\u30b8\u30a7\u30af\u30c8&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>K. Sato, &#8220;Meson charge radii with large-volume configurations&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>R. Tsuji, &#8220;Axial structure of the nucleon on large-volume lattice QCD&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>K.-I. Ishikawa, &#8220;\u30e9\u30fc\u30b8N QCD\u306e\u4e2d\u9593\u5b50\u8cea\u91cf\u306e\u7cbe\u5bc6\u8a08\u7b97&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>H. Watanabe, &#8220;Lattice gradient flows (de-)stabilizing topological sectors&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>B. J. Choi, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>A. Tomiya, &#8220;Recent progress on lattice gauge theory with machine learning&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>N. Ukita, &#8220;\u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308bPACS10\u304a\u3088\u3073PACS10c\u914d\u4f4d\u306b\u3064\u3044\u3066&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>T. Yamazaki, &#8220;\u7269\u7406\u70b9\u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u6a19\u6e96\u7406\u8ad6\u3092\u8d85\u3048\u308b\u65b0\u7269\u7406\u63a2\u7d22&#8221;,<span style=\"font-size: revert;\">\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0 \u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a \u7dcf\u62ec\u7814\u7a76\u4f1a, \u6771\u4eac, September, 2025<\/span><\/li>\n<li>A. Tomiya, &#8220;AI\u6280\u8853\u306e\u9032\u5c55\u3068\u7d20\u7c92\u5b50\u7269\u7406\u5b66\u3001\u683c\u5b50QCD\u3078\u306e\u5fdc\u7528&#8221;, \u7d20\u7c92\u5b50\u7269\u7406\u5b66\u306e\u9032\u5c5520205, \u4eac\u90fd\u5927\u5b66, September, 2025<\/li>\n<li>J. Takahashi, H. Ohno, A. Tomiya, &#8220;Sparse modeling study to extract charmonium spectral functions from lattice QCD data at finite temperature&#8221;, <span style=\"font-size: revert;\">Jadwin Hall, Princeton University, Princeton, New Jersey, USA (JuliaHEP 2025 Workshop), July, 2025<\/span><\/li>\n<\/ul>\n<h4>Papers<\/h4>\n<ul>\n<li>H. Hsiao, B. J. Choi, H. Ohno, A. Tomiya, &#8220;<span style=\"font-size: revert;\">A Machine Learning Approach for Lattice Gauge Fixing&#8221;, <\/span><span style=\"font-size: revert;\">arXiv:2602.21617<\/span><\/li>\n<li>B. J. Choi, H. Ohno, A. Tomiya, &#8220;Machine Learning-Based Estimation of Cumulants of Chiral Condensate via Multi-Ensemble Reweighting with Deborah.jl&#8221;, <span style=\"font-size: revert;\">arXiv:2602.21617<\/span><\/li>\n<li>Y. Nagai, A. Tomiya, H. Ohno, &#8220;<span style=\"font-size: revert;\">Lattice Gauge Theory via LLVM-Level Automatic Differentiation&#8221;, <\/span>arXiv:2602.20516<\/li>\n<li>J. Takahashi, H. Ohno, A. Tomiya, &#8220;<span style=\"font-size: revert;\">Sparse modeling study of extracting charmonium spectral functions from lattice QCD at finite temperature<\/span>&#8220;, Phys. Rev. D113, no.3, 034507, 2026<\/li>\n<li>Y. Guan, A. Tomiya et al., &#8220;Columbia plot based on the symmetry-improved Cornwall-Jackiw-Tomboulis formalism in the linear sigma model&#8221;, Phys. Rev. D113, 014013, 2026<\/li>\n<li>A. Tomiya, &#8220;<span style=\"font-size: revert;\"><span style=\"font-size: revert;\">Julia \u8a00\u8a9e\u3066\u3099\u5e83\u304b\u3099\u308b\u7269\u7406\u5b66\u7814\u7a76\u306e\u53ef\u80fd\u6027&#8221;, <\/span><\/span><span style=\"font-size: revert;\">\u65e5\u672c\u7269\u7406\u5b66\u4f1a\u8a8c 2025\u5e7411\u6708\u3000\u7b2c80\u5dfb \u7b2c11\u53f7 644\u30da\u30fc\u30b8, 2025<\/span><\/li>\n<li>K.-i. Ishikawa, N. Ukita, Y. Kuramashi, T. Yamazaki, &#8220;2+1\u304a\u3088\u30732+1+1\u30d5\u30ec\u30fc\u30d0\u30fc\u683c\u5b50QCD\u306b\u304a\u3051\u308b\u30de\u30b9\u30bf\u30fc\u30d5\u30a3\u30fc\u30eb\u30c9\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u65b0\u7269\u7406\u63a2\u7d22&#8221;, \u65e5\u672c\u7269\u7406\u5b66\u4f1a\u8a8c 2025\u5e7410\u6708, \u7b2c80\u5dfb \u7b2c10\u53f7, 579-583\u30da\u30fc\u30b8, 2025<\/li>\n<li>Y. Aoki, K.-I. Ishikawa, Y. Kuramashi, S.Sasaki, K. Sato, E. Shintani, R. Tsuji, H. Watanabe, T. Yamazaki, &#8220;<span style=\"font-size: revert;\">Method for high-precision determination of the nucleon axial structure using lattice QCD: Removing \u03c0N-state contamination&#8221;, <\/span>Physical Review D112, 074510, 2025<\/li>\n<li><span lang=\"EN-US\"><span lang=\"EN-US\">Leah J. Broussard, Yasumichi Aoki et al., &#8220;<\/span><\/span><span lang=\"EN-US\"><span lang=\"EN-US\">Baryon Number Violation: From Nuclear Matrix Elements to BSM Physics&#8221;, <\/span><\/span><a href=\"https:\/\/arxiv.org\/abs\/2504.16983\">arXiv:2504.16983<\/a><\/li>\n<li>Y. Wang, A. Tomiya et al., &#8220;<span style=\"font-size: revert;\">Implications of the electromagnetic scale anomaly to the QCD chiral phase <\/span><span style=\"font-size: revert;\"><span style=\"font-size: revert;\">transition in the smaller quark mass regime: Tpc does not drop with eB&#8221;, <\/span><\/span><span style=\"font-size: revert;\">Physical Review D111, 115015, 2025<\/span><\/li>\n<li><span style=\"font-size: revert;\">R. Tsuji, Y. Aoki, K.-I. Ishikawa, <\/span><span style=\"font-size: revert;\">Y. Kuramashi, S.Sasaki, K. Sato, E. Shintani, H. Watanabe, T. Yamazaki, &#8220;<\/span><span style=\"font-size: revert;\"><span style=\"font-size: revert;\">Investigating the axial structure of the nucleon based on large-volume lattice QCD at the physical point&#8221;, <\/span><\/span><span style=\"font-size: revert;\">arXiv:2505.10998<\/span><\/li>\n<li>Y. Wang, A. Tomiya et al., &#8220;<span style=\"font-size: revert;\"><span style=\"font-size: revert;\">First-order CP phase transition in two-flavor QCD at \u03b8=\u03c0 under electromagnetic scale anomaly via a Nambu\u2013Jona-Lasinio description&#8221;,<\/span><\/span><span style=\"font-size: revert;\">Physical Review D111, 074028, 2025<\/span><\/li>\n<li>L. Huang, A. Tomiya et al., &#8220;<span style=\"font-size: revert;\">Functional renormalization group study of a four-fermion model with CP violation&#8221;, Physical Review D111, no.7, 074015, 2025<\/span><\/li>\n<\/ul>\n<h3>FY2024<\/h3>\n<h4>Awards<\/h4>\n<ul>\n<li><strong>[Editor&#8217;s Choice] <\/strong>Akio Tomiya and Yuki Nagai, &#8220;Self-Learning Monte Carlo with Equivariant Transformer&#8221;, <a href=\"https:\/\/journals.jps.jp\/doi\/full\/10.7566\/JPSJ.93.114007\"><span class=\" page_breadcrumbs\">Journal of the Physical Society of Japan, 93 (2024) 11.<\/span><\/a><\/li>\n<li><strong>[Student Presentation Award of the Physical Society of Japan]<\/strong> Kohei Sato, <a href=\"https:\/\/www.jps.or.jp\/activities\/awards\/gakusei\/2024a_student_presentation_award.php\">The Physical Society of Japan, the 2024 Annual (79th) Meeting<\/a>, October 25, 2024<\/li>\n<\/ul>\n<h4>Presentations<\/h4>\n<ul>\n<li><span lang=\"EN-US\"><span lang=\"EN-US\">Akio Tomiya, &#8220;CASK: A Gauge Covariant Transformer for Lattice Gauge Theory<\/span><\/span><span lang=\"EN-US\"><span lang=\"EN-US\"><span lang=\"EN-US\">&#8220;, <\/span><\/span><\/span><span lang=\"EN-US\">London Institute of mathematical science<\/span>, March 26, 2025<\/li>\n<li><span lang=\"EN-US\"><span lang=\"EN-US\">Akio Tomiya, &#8220;CASK: A Gauge Covariant Transformer for Lattice Gauge Theory<\/span><\/span><span lang=\"EN-US\"><span lang=\"EN-US\">&#8220;, <\/span><\/span>University of Cambridge, March 26, 2025<\/li>\n<li>\n<div><span lang=\"EN-US\">Benjamin J. Choi, &#8220;\u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\u6c7a\u5b9a\u6728\u56de\u5e30\u5206\u6790\u3092\u7528\u3044\u305f\u9006\u30c7\u30a3\u30e9\u30c3\u30af\u6f14\u7b97\u5b50\u306e\u30c8\u30ec\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u7684\u63a8\u5b9a&#8221;, \u65e5\u672c\u7269\u7406\u5b66\u4f1a2025\u5e74\u6625\u5b63\u5927\u4f1a, Online, March 18-21, 2025<\/span><\/div>\n<\/li>\n<li>\n<div><span lang=\"EN-US\">Ho Hsiao<\/span>, &#8220;Machine Learning Approaches for Lattice Landau Gauge Fixing&#8221;, \u65e5\u672c\u7269\u7406\u5b66\u4f1a<span lang=\"EN-US\">2025<\/span>\u5e74\u6625\u5b63\u5927\u4f1a<span lang=\"EN-US\">, <\/span>Online, March 18-21, 2025<\/div>\n<\/li>\n<li>Kohei Sato, &#8220;<span lang=\"EN-US\">PACS10\/L128<\/span>\u914d\u4f4d\u4e0a\u306e\u30d1\u30a4\u4e2d\u9593\u5b50\u3068<span lang=\"EN-US\">K<\/span>\u4e2d\u9593\u5b50\u8377\u96fb\u534a\u5f84\u306e\u7d50\u679c&#8221;, \u65e5\u672c\u7269\u7406\u5b66\u4f1a<span lang=\"EN-US\">2025<\/span>\u5e74\u6625\u5b63\u5927\u4f1a<span lang=\"EN-US\">, <\/span>Online, March 18-21, 2025<\/li>\n<li>Kohei Sato, &#8220;\u683c\u5b50<span lang=\"EN-US\">QCD<\/span>\u304c\u5207\u308a\u958b\u304f\u4e2d\u9593\u5b50\u8377\u96fb\u534a\u5f84\u306e\u9ad8\u7cbe\u5ea6\u306a\u6c7a\u5b9a&#8221;, \u8a08\u7b97\u7269\u7406\u6625\u306e\u5b66\u68212025, Okinawa, March 10-14, 2025<\/li>\n<li>Benjamin J. Choi, &#8220;<span lang=\"EN-US\">Machine Learning-based Estimation of the Cumulants of Chiral Condensate using Gradient Boosting Decision Tree Regression<\/span>&#8220;, \u8a08\u7b97\u7269\u7406\u6625\u306e\u5b66\u68212025, Okinawa, March 10-14, 2025<\/li>\n<li>Akio Tomiya, &#8220;\u683c\u5b50<span lang=\"EN-US\">QCD<\/span>\u5411\u3051\u306e\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306e\u958b\u767a&#8221;, \u8a08\u7b97\u7269\u7406\u6625\u306e\u5b66\u68212025, Okinawa, March 10-14, 2025<\/li>\n<li>Kohei Sato, &#8220;\u8a08\u7b97\u6a5f\u3092\u7528\u3044\u305f\u4e2d\u9593\u5b50\u8377\u96fb\u534a\u5f84\u306e\u7cbe\u5bc6\u8a08\u7b97&#8221;, \u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b\u5b66\u751f\u652f\u63f4\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08<span lang=\"EN-US\">SPRING\/BOOST<\/span>\uff09\u63a1\u7528\u8005\u306b\u3088\u308b\u7814\u7a76\u767a\u8868\u4f1a, \u3064\u304f\u3070, March 7, 2025<\/li>\n<li>Ryutaro Tsuji, &#8220;Nucleon structures in large-volume lattice QCD at the physical point&#8221;, \u7b2c<span lang=\"EN-US\">4<\/span>\u56de\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u7a76\u4ea4\u6d41\u4f1a, Tokyo, February 21, 2025<\/li>\n<li>Akio Tomiya, &#8220;Transformer for lattice QCD&#8221;, \u7b2c<span lang=\"EN-US\">4<\/span>\u56de\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u7a76\u4ea4\u6d41\u4f1a, Tokyo, February 21, 2025<\/li>\n<li>Benjamin J. Choi, &#8220;<span lang=\"EN-US\">Machine Learning Estimation on the Trace of Inverse Dirac Operator using the Gradient Boosting Decision Tree Regression<\/span>&#8220;, \u7b2c<span lang=\"EN-US\">4<\/span>\u56de\u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u7a76\u4ea4\u6d41\u4f1a, Tokyo, February 21, 2025<\/li>\n<li>Benjamin J. Choi, &#8220;<span lang=\"EN-US\">Machine Learning Estimation on the Trace of Inverse Dirac Operator using the Gradient Boosting Decision Tree Regression<\/span>&#8220;, \u300c\u6210\u679c\u5275\u51fa\u52a0\u901f\u300d\u57fa\u790e\u79d1\u5b665\u8ab2\u984c\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, Tokyo, January 8-10, 2025<\/li>\n<li>\n<div><span lang=\"EN-US\">Naoya Ukita<\/span>, &#8220;Lattice QCD simulation in very large volumes&#8221;, \u300c\u6210\u679c\u5275\u51fa\u52a0\u901f\u300d\u57fa\u790e\u79d1\u5b665\u8ab2\u984c\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, Tokyo, January 8-10, 2025<\/div>\n<\/li>\n<li>Akio Tomiya, &#8220;Gauge covariant Transformer&#8221;, \u300c\u6210\u679c\u5275\u51fa\u52a0\u901f\u300d\u57fa\u790e\u79d1\u5b665\u8ab2\u984c\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, Tokyo, January 8-10, 2025<\/li>\n<li>Takeshi Yamazaki, &#8220;\u8d85\u5927\u898f\u6a21\u683c\u5b50<span lang=\"EN-US\">QCD<\/span>\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305f<span lang=\"EN-US\">AI<\/span>\u6280\u8853\u958b\u767a&#8221;, \u300c\u6210\u679c\u5275\u51fa\u52a0\u901f\u300d\u57fa\u790e\u79d1\u5b665\u8ab2\u984c\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, Tokyo, January 8-10, 2025<\/li>\n<li>Takeshi Yamazaki, &#8220;\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068AI\u3092\u4f7f\u3063\u305f\u65b0\u3057\u3044\u6975\u5fae\u4e16\u754c\u306e\u63a2\u7d22&#8221;, \u7b2c4\u56de\u300c\u5bcc\u5cb3\u767e\u666f\u300d\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, online, December 25, 2025<\/li>\n<li>Benjamin J. Choi, &#8220;<span lang=\"EN-US\">Machine Learning Estimation on the Trace of Inverse Dirac Operator using the Gradient Boosting Decision Tree Regression<\/span>&#8220;, Julia in physics 2024, Tokyo, December 14, 2024<\/li>\n<li>Akio Tomiya, &#8220;Lattice QCD with Julia&#8221;, Julia in physics 2024 , Tokyo, December 14, 2024<\/li>\n<li>Yuki Nagai, &#8220;Efficient and Accurate Molecular Dynamics: The Self-Learning Hybrid Monte Carlo Method&#8221;, 52nd ASE Seminar, the University of Tokyo, December 9, 2024<\/li>\n<li>Akio Tomiya, &#8220;Gauge Covariant Transformer&#8221;, Lattice Field Theory and Machine Learning , Taipei, December 5, 2024<\/li>\n<li>Akio Tomiya, &#8220;Let&#8217;s see Inside of generative AI&#8221;, Yakumo High School, Tokyo, December 2, 2024<\/li>\n<li>Akio Tomiya, &#8220;Why AI study got Nobel prize?&#8221;, TWCU Faculty Union Sponsored Event: &#8220;Exploring the Charms of Tokyo Women&#8217;s University&#8221; Research Presentation, Tokyo, November 19, 2024<\/li>\n<li>Hiroshi Ohno, &#8220;Machine learning applications to Lattice QCD&#8221;, Tsukuba\/LBNL Collaboration<br \/>\nMeeting, Lawrence Berkeley National Laboratory, November 7-8, 2024<\/li>\n<li>Akio Tomiya, &#8220;Lattice QCD with Machine Learning&#8221;, 2024 Workshop on Applications of Machine Learning and Artificial Intelligence for Physics and Chemistry Problems, Taipei, November 9, 2024<\/li>\n<li>Naoya Ukita, &#8220;Search for physics beyond the standard model using very large scale lattice QCD simulation and development of AI technology toward next generation lattice QCD, The 11th Project Report Meeting, THE GRAND HALL, October 24-25, 2024<\/li>\n<li>Akio Tomiya, &#8220;Lattice QCD with Machine Learning&#8221;, Physics-of-intelligence-and-machine-learning-2024, Heidelburg, October 16, 2024<\/li>\n<li>Akio Tomiya, &#8220;Let&#8217;s see Inside of generative AI&#8221;, Akita Prefectural Odate Homei High School, Online, October 9, 2024<\/li>\n<li>Naoya Ukita, \u201cSearch for physics beyond the standard model from 2+1+1 Flavor Lattice QCD with the Physical Quark Masses\u201d, 16th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, Epochal Tsukuba International Congress Center, October 7-8, 2024<\/li>\n<li>Kohei Sato, \u201cCalculation of meson charge radius without fit ansatz\u201d, 16th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, Epochal Tsukuba International Congress Center, October 7-8, 2024<\/li>\n<li>Akio Tomiya, &#8220;Symplectic integrators in lattice QCD&#8221;, Analytical Mechanics Mini-workshop, Tokyo, September 30, 2024<\/li>\n<li>Benjamin J. Choi, &#8220;Machine learning estimation on the trace of inverse dirac operator<br \/>\nusing the gradient boosting decision tree regression&#8221;, Foundation of &#8220;Machine Learning Physics&#8221;, Area workshop, the University of Tokyo, September 25-27, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;Calculation of Kl3 form factor at the physical point on large volume&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Kohei Sato, &#8220;Calculation of pion and kaon charge radii using model-independent method in the PACS10 configuration&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Akio Tomiya, &#8220;Machine learning in lattice gauge theory&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Hiroshi Ohno, &#8220;Machine learning estimation on the trace of inverse Dirac operator&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Naoya Ukita, &#8220;PACS10 coordination generation at Nf=2+1, 2+1+1 and hadron measurement&#8221;, 79th Annual JPS Meeting(2024), Hokkaido University, September 16-19, 2024<\/li>\n<li>Kohei Sato, &#8220;Calculation of pion and kaon charge radii using PACS10 configuration&#8221;, 79th Annual JPS Meeting(2024), Hokkaido University, September 16-19, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;Kaon semileptonic form factor from the Nf=2+1 PACS10 configuration&#8221;, 79th Annual JPS Meeting(2024), Hokkaido University, September 16-19, 2024<\/li>\n<li>Hiromasa Watanabe, &#8220;\u7d4c\u8def\u7a4d\u5206&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;\u683c\u5b50\u30b2\u30fc\u30b8\u7406\u8ad6&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Ken-ichi Ishikawa, &#8220;\u30af\u30a9\u30fc\u30af\u30bd\u30eb\u30d0\u30fc&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Yuki Nagai, Akio Tomiya, &#8220;\u30cf\u30f3\u30ba\u30aa\u30f3&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Hiroshi Ohno, &#8220;\u6709\u9650\u6e29\u5ea6&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Akio Tomiya, &#8220;\u6a5f\u68b0\u5b66\u7fd2&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Akio Tomiya, &#8220;Machine Learning Methods in Lattice QCD&#8221;, Confinement, Cairns, August 21, 2024<\/li>\n<li>Benjamin J. Choi, &#8220;Machine Learning Estimation on the trace of inverse Dirac operator using the Gradient Boosting Decision Tree Regression&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Akio Tomiya, &#8220;Developments of CASK: Gauge Symmetric Transformer&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Ryutaro Tsuji, &#8220;Proton decay matrix elements on PACS configurations&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Kohei Sato, &#8220;Calculation of meson charge radii using model-independent method in the PACS10 configuration&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;Update of kaon semileptonic form factor using Nf=2+1 PACS10 configurations&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Akio Tomiya, &#8220;MLPhys in Japan and Developments of CASK: Gauge Symmetric Transformer&#8221;, ML meets LFT, Swansea, July 26, 2024<\/li>\n<li>Akio Tomiya, &#8220;Let&#8217;s see inside of ChatGPT&#8221;, Akita Prefectural Odate Homei High School, Online, July 4, 2024<\/li>\n<li>Akio Tomiya, &#8220;Machine learning and theoretical physics&#8221;, JICFuS meeting, Online, May 17, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;Calculation of Kl3 form factor at the physical point on large volume&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Kohei Sato, &#8220;Calculation of pion and kaon charge radii using model-independent method in the PACS10 configuration&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Akio Tomiya, &#8220;Machine learning in lattice gauge theory&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Hiroshi Ohno, &#8220;Machine learning estimation on the trace of inverse Dirac operator&#8221;, German Japanese Seminar 2024, Mainz University, September 25-27, 2024<\/li>\n<li>Naoya Ukita, &#8220;PACS10 coordination generation at Nf=2+1, 2+1+1 and hadron measurement&#8221;, 79th Annual JPS Meeting(2024), Hokkaido University, September 16-19, 2024<\/li>\n<li>Kohei Sato, &#8220;Calculation of pion and kaon charge radii using PACS10 configuration&#8221;, 79th Annual JPS Meeting(2024), Hokkaido University, September 16-19, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;Kaon semileptonic form factor from the Nf=2+1 PACS10 configuration&#8221;, 79th Annual JPS Meeting(2024), Hokkaido University, September 16-19, 2024<\/li>\n<li>Hiromasa Watanabe, &#8220;\u7d4c\u8def\u7a4d\u5206&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;\u683c\u5b50\u30b2\u30fc\u30b8\u7406\u8ad6&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Ken-ichi Ishikawa, &#8220;\u30af\u30a9\u30fc\u30af\u30bd\u30eb\u30d0\u30fc&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Yuki Nagai, &#8220;\u30cf\u30f3\u30ba\u30aa\u30f3&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Hiroshi Ohno, &#8220;\u6709\u9650\u6e29\u5ea6&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Akio Tomiya, &#8220;\u6a5f\u68b0\u5b66\u7fd2&#8221;, Summer school for lattice field theory 2024, University of Tsukuba, September 9-13, 2024<\/li>\n<li>Benjamin J. Choi, &#8220;Machine Learning Estimation on the trace of inverse Dirac operator using the Gradient Boosting Decision Tree Regression&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Akio Tomiya, &#8220;Gauge symmetric transformer for lattice gauge theory&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Ryutaro Tsuji, &#8220;Proton decay matrix elements on PACS configurations&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Kohei Sato, &#8220;Calculation of meson charge radii using model-independent method in the PACS10 configuration&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<li>Takeshi Yamazaki, &#8220;Update of kaon semileptonic form factor using Nf=2+1 PACS10 configurations&#8221;, Lattice2024, University of Liverpool, July 28-August 3, 2024<\/li>\n<\/ul>\n<h4>Papers<\/h4>\n<ul>\n<li>Yasumichi Aoki, Takeshi Yamazaki et al., &#8220;<span data-test-id=\"literature-detail-title\"><span class=\"__Latex__\">Lattice gauge ensembles and data management<\/span><\/span>&#8220;<span lang=\"EN-US\"><span lang=\"EN-US\">, <\/span><\/span><a href=\"https:\/\/arxiv.org\/abs\/2502.08303\">arXiv:2502.08303<\/a><\/li>\n<li><span lang=\"EN-US\"><span lang=\"EN-US\">Akio Tomiya, &#8220;Machine Learning for Lattice QCD<\/span><\/span><span lang=\"EN-US\"><span lang=\"EN-US\">&#8220;, <\/span><\/span><a href=\"https:\/\/journals.jps.jp\/doi\/full\/10.7566\/JPSJ.94.031006?mobileUi=0\">J. Phys. Soc. Jpn. 94, 031006 (2025)<\/a><\/li>\n<li><span lang=\"EN-US\"><span lang=\"EN-US\">Yuki Nagai, Hiroshi Ohno, Akio Tomiya, &#8220;CASK: A Gauge Covariant Transformer for Lattice Gauge Theory<\/span><\/span><span lang=\"EN-US\"><span lang=\"EN-US\">&#8220;, <\/span><\/span><a href=\"https:\/\/arxiv.org\/abs\/2501.16955\"><span style=\"font-size: revert;\">arXiv:2501.16955<\/span><\/a><\/li>\n<li>Kohei Sato, Hiromasa Watanabe, Takeshi Yamazaki for PACS Collaboration, &#8220;Calculation of meson charge radii using model-independent method in the PACS10 configuration&#8221;, <a href=\"https:\/\/arxiv.org\/pdf\/2412.18491\">arXiv:2412.18166<\/a><\/li>\n<li>Takeshi Yamazaki et al. for PACS Collaboration, &#8220;Update of kaon semileptonic form factor using Nf=2+1 PACS10 configurations&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2412.05778\">arXiv:2412.05778<\/a><\/li>\n<li>Benjamin J. Choi, Hiroshi Ohno, Takayuki Sumimoto, and Akio Tomiya, &#8220;Machine Learning Estimation on the Trace of Inverse Dirac Operator using the Gradient Boosting Decision Tree Regression&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2411.18170\">arXiv:2411.18170<\/a><\/li>\n<li>Yuya Tanizaki, Akio Tomiya, and Hiromasa Watanabe, &#8220;Lattice gradient flows (de-)stabilizing topological sectors&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2411.14812\">arXiv:2411.14812<\/a><\/li>\n<li>Yuki Nagai and Akio Tomiya, &#8220;JuliaQCD: Portable lattice QCD package in Julia language&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2409.03030\">arXiv:2409.03030<\/a><\/li>\n<\/ul>\n<h3>FY2023<\/h3>\n<h4>Awards<\/h4>\n<ul>\n<li><strong>[BEST FACULTY MEMBER] <\/strong>Takeshi Yamazaki, <a class=\"rdx-extlink\" href=\"https:\/\/www.tsukuba.ac.jp\/news\/20240216090000.html\" target=\"_blank\" rel=\"noopener\">FY2023 University of Tsukuba BEST FACULTY MEMBER<\/a>, February 14, 2024<\/li>\n<li><strong>[The 29th Outstanding Paper Award]<\/strong> Akinori Tanaka and Akio Tomiya, <a href=\"https:\/\/journals.jps.jp\/doi\/10.7566\/JPSJ.86.063001\">J. Phys. Soc. Jpn.86,063001(2017)<\/a>, <a href=\"https:\/\/www.jps.or.jp\/english\/meetings-and-awards\/awards\/ronbunsyo\/ronbun29-2024.html\">the Physical Society of Japan, February 7, 2024<\/a><\/li>\n<li><strong>[HPCI Excellent Achievement Award]<\/strong> Shoichi Sasaki (Project leader), Yasumichi Aoki, Ken-Ichi Ishikawa, Yoshinobu Kuramashi, Eigo Shintani, Ryutaro Tsuji, Naoya Ukita, Takeshi Yamazaki, &#8220;Precision computations of particle and nuclear physics with lattice QCD&#8221;,\u00a0 The Tenth Project Report Meeting of the HPCI System Including Fugaku\/The Sixth HPCI Consortium Symposium, October 25-26, 2023<\/li>\n<\/ul>\n<h4>Presentations<\/h4>\n<ul>\n<li>Kohei Sato, &#8220;Model-independent charge radius calculation for pion and kaon&#8221;, JPS 2024 Spring Meeting, March 18-21, 2024<\/li>\n<li>Akio Tomiya, &#8220;\u81ea\u5df1\u5b66\u7fd2\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u3068\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc&#8221;, \u300c\u6210\u679c\u5275\u51fa\u52a0\u901f\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, December 18-20, 2023<\/li>\n<li>Takeshi Yamazaki, &#8220;\u5927\u898f\u6a21\u683c\u5b50QCD\u8a08\u7b97\u306b\u3088\u308b\u6a19\u6e96\u6a21\u578b\u3092\u8d85\u3048\u305f\u7269\u7406\u63a2\u7d22&#8221;, \u300c\u6210\u679c\u5275\u51fa\u52a0\u901f\u300d\u57fa\u790e\u79d1\u5b66\u5408\u540c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, December 18-20, 2023<\/li>\n<li>Takeshi Yamazaki, &#8220;\u8d85\u5927\u898f\u6a21\u683c\u5b50QCD\u306b\u3088\u308b\u65b0\u7269\u7406\u63a2\u7d22\u3068\u6b21\u4e16\u4ee3\u8a08\u7b97\u306b\u5411\u3051\u305fAI\u6280\u8853\u958b\u767a&#8221;, \u7b2c3\u56de \u300c\u5bcc\u5cb3\u300d\u6210\u679c\u5275\u51fa\u52a0\u901f\u30d7\u30ed\u30b0\u30e9\u30e0\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u300c\u5bcc\u5cb3\u767e\u666f\u300d, December 1, 2023<\/li>\n<li><strong>[Invited Talk]\u00a0<\/strong>Kohei Sato, &#8220;How to directly calculate pion charge radius without fitting&#8221;, Large-scale lattice QCD simulation and application of machine learning, November 23-25, 2023<\/li>\n<li><strong>[Invited Talk] <\/strong>Ken-ichi Ishikawa, &#8220;Wilson-Clover quark solver implementation on the supercomputer Fugaku&#8221;, Large-scale lattice QCD simulation and application of machine learning, November 23-25, 2023<\/li>\n<li><strong>[Invited Talk] <\/strong>Yuki Nagai, &#8220;Self-learning Monte Carlo method with equivariant Transformer&#8221;, Large-scale lattice QCD simulation and application of machine learning, November 23-25, 2023<\/li>\n<li>Takeshi Yamazaki, &#8220;Calculations using PACS10 configuration&#8221;, Large-scale lattice QCD simulation and application of machine learning, November 23-25, 2023<\/li>\n<li>Naoya Ukita, &#8220;Exploration of physics beyond the standard model with master field lattice QCD&#8221;, The Tenth Project Report Meeting of the HPCI System Including Fugaku\/The Sixth HPCI Consortium Symposium, October 25-26, 2023<\/li>\n<li><strong>[Panel Discussion Panelist] <\/strong>Takeshi Yamazaki, &#8220;Fugaku advanced applications promoted by young project leaders&#8221;, The Tenth Project Report Meeting of the HPCI System Including Fugaku\/The Sixth HPCI Consortium Symposium, October 25-26, 2023<\/li>\n<li><strong>[Invited Talk]\u00a0<\/strong>Akio Tomiya, &#8220;Integrating Machine Learning into Lattice QCD&#8221;,\u00a0<span style=\"font-size: revert;\">15th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, October 1-2, 2023<\/span><\/li>\n<li><span style=\"font-size: revert;\">Kohei Sato, &#8220;Systematic error of model-independent method for pion charge radius&#8221;, 15th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, October 1-2, 2023<\/span><\/li>\n<li>Naoya Ukita, &#8220;Search for physics beyond the standard model from 2+1 +1 Flavor Lattice QCD with the Physical Quark Masses&#8221;, <span style=\"font-size: revert;\">15th symposium on Discovery, Fusion, Creation of New Knowledge by Multidisciplinary Computational Sciences, October 1-2, 2023<\/span><\/li>\n<li>Kohei Sato, &#8220;Model-dependent and independent analysis and comparison for pion charge radius&#8221;, JPS 78th Annual Meeting, Tohoku University, September 16-19, 2023<\/li>\n<li>Yasumichi Aoki, Yoshinobu Kuramashi, Eigo Shintani, Ryutaro Tsuji, &#8220;Computation of proton decay matrix elements on top of the physical point&#8221;, JPS 78th Annual Meeting, Tohoku University, September 16-19, 2023<\/li>\n<li>Takeshi Yamazaki, &#8220;Kaon semileptonic form factor from the PACS10 configuration of the 256<sup>4<\/sup> lattice&#8221;, JPS 78th Annual Meeting, Tohoku University, September 16-19, 2023<\/li>\n<li>Naoya Ukita, &#8220;Light hadron spectrum of 2+1 flavor QCD on PACS10 configurations&#8221;, JPS 78th Annual Meeting, Tohoku University, September 16-19, 2023<\/li>\n<li>Akio Tomiya, &#8220;Implementation of lattice QCD in the Julia language&#8221;, JPS 78th Annual Meeting, Tohoku University, September 16-19, 2023<\/li>\n<li><strong>[Invited Talk]<\/strong> T. Yamazaki, &#8220;Hadron form factors from PACS10 configurations&#8221;, Lattice QCD and Probes of New Physics, McKibbin Conference Center, August 7-11, 2023<\/li>\n<li>Kohei Sato, &#8220;Comparison with model-independent and dependent analyses for pion charge radius&#8221;, Lattice2023, Fermi National Laboratory, July 31-August 4, 2023<\/li>\n<li>Akio Tomiya, &#8220;Equivariant transformer is all you need&#8221;, Lattice2023, Fermi National Laboratory, July 31-August 4, 2023<\/li>\n<li>Takeshi Yamazaki, &#8220;|V_{us}| from kaon semileptonic form factor in N_f = 2+1 QCD at the physical point on (10 fm)^4&#8221;, Lattice2023, Fermi National Laboratory, July 31-August 4, 2023<\/li>\n<\/ul>\n<h4>Papers<\/h4>\n<ul>\n<li>T. Yamazaki et al. for PACS Collaboration, &#8220;|V_{us}| from kaon semileptonic form factor in N_f = 2+1 QCD at the physical point on (10 fm)^4&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2311.16755\">arXiv:2311.16755<\/a>, Proceedings of Science(LATTICE2023)276<\/li>\n<li>Kohei Sato, Hiromasa Watanabe, Takeshi Yamazaki, &#8220;Comparison with model-independent and dependent analyses for pion charge radius&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2310.16622\">arXiv:2310.16622<\/a>, Proceedings of Science(LATTICE2023)312<\/li>\n<li>Akio Tomiya, Yuki Nagai, &#8220;Equivariant Transformer is all you need&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2310.13222\">arXiv:2310.13222<\/a>, Proceedings of Science(LATTICE2023)001<\/li>\n<li>\n<div class=\"di\">Yuki Nagai, Akio Tomiya, &#8220;Self-learning Monte Carlo with equivariant Transformer&#8221;, <a href=\"https:\/\/arxiv.org\/abs\/2306.11527\">arXiv:2306.11527<\/a>, Journal of the Physical Society of Japan, 93 (2024) 11 <a href=\"https:\/\/journals.jps.jp\/doi\/abs\/10.7566\/JPSJ.93.114007\">[Editors\u2019 Choice]<\/a><\/div>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>FY2025 Awards [2025 HPCI Software award\u3010Development\u3011], Akio Tomiya and Yuki Nagai, &#8220;JuliaQCD&#8221;, Hig [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":69,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-page_en.php","meta":[],"_links":{"self":[{"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/pages\/65"}],"collection":[{"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=65"}],"version-history":[{"count":41,"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/pages\/65\/revisions"}],"predecessor-version":[{"id":479,"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/pages\/65\/revisions\/479"}],"up":[{"embeddable":true,"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=\/wp\/v2\/pages\/69"}],"wp:attachment":[{"href":"https:\/\/www-het.ph.tsukuba.ac.jp\/~latticeqcd_ai\/latticeqcd_ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=65"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}