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G

Gert Aarts

swansea university

43H指数
266论文数
9.0K被引数
收录论文 33
发表时间
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Strategic white paper on AI infrastructure for particle; nuclear; and astroparticle physics: insights from JENA and EuCAIF关于粒子、核和天体粒子物理学的人工智能基础设施战略白皮书: 来自JENA和EuCAIF的见解
errmachine learning: science and technology
IF0
err2026-01-23
err0
errOAAI
errSascha Caron; Andreas Ipp; Gert Aarts; Gábor Bíró; Daniele Bonacorsi; Elena Cuoco; Caterina Doglioni; Tommaso Dorigo; Julián García Pardiñas; Stefano Giagu; Tobias Golling; Lukas Heinrich; Ik Siong Heng; Paula Gina Isar; Karolos Potamianos; Liliana Teodorescu; John Veitch; Pietro Vischia; Christoph Weniger
err分享
err收藏
Combining complex Langevin dynamics with score-based and energy-based diffusion models结合复杂Langevin动力学与基于分数和基于能量的扩散模型
errJournal of High Energy Physics
IF5.5
err2025-12-22
err0
errOAAI
errGert Aarts; Diaa E. Habibi; Lingxiao Wang; Kai Zhou
err分享
err收藏
Phase diagram and eigenvalue dynamics of stochastic gradient descent in multilayer neural networks多层神经网络中随机梯度下降的相图与特征值动力学
errMachine Learning: Science and Technology
IF0
err2025-11-18
err0
errOAAI
errChanju Park; Biagio Lucini; Gert Aarts
err分享
err收藏
On learning higher-order cumulants in diffusion models在扩散模型中学习高阶累积量
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-04-03
err1
errOAAI
errAarts, Gert; Habibi, Diaa E.
err分享
err收藏
Diffusion models as stochastic quantization in lattice field theory扩散模型作为格场理论中的随机量化
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2024-05-07
err4
errOAAI
errWang, L.; Aarts, G.; Zhou, K.
err分享
err收藏
Phase transition in particle physics Results and perspective from lattice Quantum Chromodynamics粒子物理中的相变结果和晶格量子色动力学的观点
errPROGRESS IN PARTICLE AND NUCLEAR PHYSICS
IF17.9
err2023-11-01
err31
errOAAI
errAarts, Gert; Aichelin, Joerg; Allton, Chris; Athenodorou, Andreas; Bachtis, Dimitrios; Bonanno, Claudio; Brambilla, Nora; Bratkovskaya, Elena; Bruno, Mattia; Caselle, Michele; Conti, Costanza; Contino, Roberto; Cosmai, Leonardo; Cuteri, Francesca; Del Debbio, Luigi; D'Elia, Massimo; Dimopoulos, Petros; Di Renzo, Francesco; Galatyuk, Tetyana; Guenther, Jana N.; Houtz, Rachel; Karsch, Frithjof; Kotov, Andrey Yu.; Lombardo, Maria Paola; Lucini, Biagio; Maio, Lorenzo; Panero, Marco; Pawlowski, Jan M.; Pelissetto, Andrea; Philipsen, Owe; Rago, Antonio; Ratti, Claudia; Ryan, Sinead M.; Sannino, Francesco; Sasaki, Chihiro; Schicho, Philipp; Schmidt, Christian; Sharma, Sipaz; Soloveva, Olga; Sorba, Marianna; Wiese, Uwe-Jens
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Long-Range Ising Interactions Mediated by λφ4 Fields: Probing the Renormalization of Sound in Crystals of Trapped Ions
errPRX QUANTUM
IF11
err2022-06-10
err0
errOAAI
errMartin-Vazquez, G.; Aarts, G.; Mueller, M.; Bermudez, A.
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Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy人工智能 (AI): 关于新兴挑战，机遇和研究，实践和政策议程的多学科观点
errINTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT
IF27
err2021-04-01
err1.2K
errOAAI
errDwivedi, Yogesh K.; Hughes, Laurie; Ismagilova, Elvira; Aarts, Gert; Coombs, Crispin; Crick, Tom; Duan, Yanqing; Dwivedi, Rohita; Edwards, John; Eirug, Aled; Galanos, Vassilis; Ilavarasan, P. Vigneswara; Janssen, Marijn; Jones, Paul; Kar, Arpan Kumar; Kizgin, Hatice; Kronemann, Bianca; Lal, Banita; Lucini, Biagio; Medaglia, Rony; Le Meunier-FitzHugh, Kenneth; Le Meunier-FitzHugh, Leslie Caroline; Misra, Santosh; Mogaji, Emmanuel; Sharma, Sujeet Kumar; Singh, Jang Bahadur; Raghavan, Vishnupriya; Raman, Ramakrishnan; Rana, Nripendra P.; Samothrakis, Spyridon; Spencer, Jak; Tamilmani, Kuttimani; Tubadji, Annie; Walton, Paul; Williams, Michael D.
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err收藏
Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration
errPHYSICAL REVIEW RESEARCH
IF4.2
err2021-02-10
err12
errOAAI
errBachtis, Dimitrios; Aarts, Gert; Lucini, Biagio
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Complex Langevin dynamics and zeroes of the fermion determinant (vol 2017, 2017)
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2018-01-25
err16
errOAAI
errAarts, Gert; Seiler, Erhard; Sexty, Denes; Stamatescu, Ion-Olimpiu
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Quantum Sensors for the Generating Functional of Interacting Quantum Field Theories
errPHYSICAL REVIEW X
IF15.7
err2017-10-19
err28
errOAAI
errBermudez, A.; Aarts, G.; Mueller, M.
err分享
err收藏
Light baryons below and above the deconfinement transition: medium effects and parity doubling解除限制过渡以下和以上的轻重子: 中等效应和奇偶校验加倍
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2017-06-07
err71
errOAAI
errAarts, Gert; Allton, Chris; De Boni, Davide; Hands, Simon; Jager, Benjamin; Praki, Chrisanthi; Skullerud, Jon-Ivar
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Complex Langevin dynamics and zeroes of the fermion determinant复杂的Langevin动力学和费米子行列式的零点
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2017-05-09
err42
errOAAI
errAarts, Gert; Seiler, Erhard; Sexty, Denes; Stamatescu, Ion-Olimpiu
err分享
err收藏
The QCD phase diagram in the limit of heavy quarks using complex Langevin dynamics使用复杂的Langevin动力学在重夸克极限中的QCD相图
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2016-09-15
err39
errOAAI
errAarts, Gert; Attanasio, Felipe; Jager, Benjamin; Sexty, Denes
err分享
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Electrical conductivity and charge diffusion in thermal QCD from the lattice热QCD中的电导率和电荷从晶格扩散
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2015-02-27
err160
errOAAI
errAarts, Gert; Alton, Chris; Amato, Alessandro; Giudice, Pietro; Hands, Simon; Shuiierd, Jon-Ivar
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Some remarks on Lefschetz thimbles and complex Langevin dynamics关于Lefschetz顶针和复杂Langevin动力学的一些评论
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2014-10-27
err59
errOAAI
errAarts, Gert; Bongiovanni, Lorenzo; Seiler, Erhard; Sexty, Denes
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The bottomonium spectrum at finite temperature from Nf=2+1 lattice QCDNf = 2 1晶格QCD在有限温度下的底谱
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2014-07-21
err53
errOAAI
errAarts, G.; Allton, C.; Harris, T.; Kim, S.; Lombardo, M. P.; Ryan, S. M.; Skullerud, J. -I
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Melting of P wave bottomonium states in the quark-gluon plasma from lattice NRQCD来自晶格NRQCD的夸克-胶子等离子体中P波底鎓态的熔化
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2013-12-13
err37
errOAAI
errAarts, G.; Allton, C.; Kim, S.; Lombardo, M. P.; Ryan, S. M.; Skullerud, J. -I.
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Localised distributions and criteria for correctness in complex Langevin dynamics复杂Langevin动力学中的局部分布和正确性标准
errANNALS OF PHYSICS
IF3
err2013-10-01
err35
errOAAI
errAarts, Gert; Giudice, Pietro; Seiler, Erhard
err分享
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Stability of complex Langevin dynamics in effective models有效模型中复杂Langevin动力学的稳定性
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2013-03-13
err34
errOAAI
errAarts, Gert; James, Frank A.; Pawlowski, Jan M.; Seiler, Erhard; Sexty, Denes; Stamatescu, Ion-Olimpiu
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研究方向

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合作学者
合作期刊
S
S. Giagu
H 指数: 156 · 论文数: 2.8K
Y
Yogesh K. Dwivedi
H 指数: 149 · 论文数: 950
T
T. Golling
H 指数: 148 · 论文数: 2.3K
K
K. Potamianos
H 指数: 130 · 论文数: 1.8K
L
L. Heinrich
H 指数: 121 · 论文数: 1.7K
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