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G

Gert Aarts

swansea university

43H-index
266Paper Count
9.0KCitation Count
Published Papers 33
Publication Date
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Strategic white paper on AI infrastructure for particle; nuclear; and astroparticle physics: insights from JENA and EuCAIF
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
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errSave
Combining complex Langevin dynamics with score-based and energy-based diffusion models
errJournal of High Energy Physics
IF5.5
err2025-12-22
err0
errOAAI
errGert Aarts; Diaa E. Habibi; Lingxiao Wang; Kai Zhou
errShare
errSave
Phase diagram and eigenvalue dynamics of stochastic gradient descent in multilayer neural networks
errMachine Learning: Science and Technology
IF0
err2025-11-18
err0
errOAAI
errChanju Park; Biagio Lucini; Gert Aarts
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errSave
On learning higher-order cumulants in diffusion models
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-04-03
err1
errOAAI
errAarts, Gert; Habibi, Diaa E.
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errSave
Diffusion models as stochastic quantization in lattice field theory
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2024-05-07
err4
errOAAI
errWang, L.; Aarts, G.; Zhou, K.
errShare
errSave
Phase transition in particle physics Results and perspective from lattice Quantum Chromodynamics
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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errSave
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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errSave
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy
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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errSave
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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errSave
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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errSave
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.
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errSave
Light baryons below and above the deconfinement transition: medium effects and parity doubling
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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errSave
Complex Langevin dynamics and zeroes of the fermion determinant
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2017-05-09
err42
errOAAI
errAarts, Gert; Seiler, Erhard; Sexty, Denes; Stamatescu, Ion-Olimpiu
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errSave
The QCD phase diagram in the limit of heavy quarks using complex Langevin dynamics
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2016-09-15
err39
errOAAI
errAarts, Gert; Attanasio, Felipe; Jager, Benjamin; Sexty, Denes
errShare
errSave
Electrical conductivity and charge diffusion in thermal QCD from the lattice
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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errSave
Some remarks on Lefschetz thimbles and complex Langevin dynamics
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2014-10-27
err59
errOAAI
errAarts, Gert; Bongiovanni, Lorenzo; Seiler, Erhard; Sexty, Denes
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errSave
The bottomonium spectrum at finite temperature from Nf=2+1 lattice QCD
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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errSave
Melting of P wave bottomonium states in the quark-gluon plasma from lattice NRQCD
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.
errShare
errSave
Localised distributions and criteria for correctness in complex Langevin dynamics
errANNALS OF PHYSICS
IF3
err2013-10-01
err35
errOAAI
errAarts, Gert; Giudice, Pietro; Seiler, Erhard
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errSave
Stability of complex Langevin dynamics in effective models
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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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
S. Giagu
H-index: 156 · Papers: 2.8K
Y
Yogesh K. Dwivedi
H-index: 149 · Papers: 950
T
T. Golling
H-index: 148 · Papers: 2.3K
K
K. Potamianos
H-index: 130 · Papers: 1.8K
L
L. Heinrich
H-index: 121 · Papers: 1.7K
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