Damian Hofmann

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Giuseppe CarleoAssociate Professor of Physics - EPFL, Lausanne, SwitzerlandVerified email at epfl.ch
Michael SentefProfessor of Theoretical Solid State Physics, University of BremenVerified email at uni-bremen.de
Fabien AletCNRS, Laboratoire de Physique Théorique, ToulouseVerified email at irsamc.ups-tlse.fr
Alexander WietekMax Planck Institute for the Physics of Complex Systems, Group LeaderVerified email at pks.mpg.de
Evert van NieuwenburgLeiden UniversityVerified email at lorentz.leidenuniv.nl
Christian B. MendlTechnische Universität München, GermanyVerified email at tum.de
Giacomo TorlaiAWS Center for Quantum ComputingVerified email at amazon.com
Johan MentinkRadboud University, Nijmegen, The NetherlandsVerified email at science.ru.nl
Krzysztof WohlfeldFaculty of Physics, University of WarsawVerified email at fuw.edu.pl

Damian Hofmann

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Verified email at uni-hamburg.de

Condensed Matter Physics Computational Science Machine Learning


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NetKet: A machine learning toolkit for many-body quantum systems G Carleo, K Choo, D Hofmann, JET Smith, T Westerhout, F Alet, EJ Davis, ... SoftwareX 10, 100311, 2019	148	2019
Netket 3: Machine learning toolbox for many-body quantum systems F Vicentini, D Hofmann, A Szabó, D Wu, C Roth, C Giuliani, G Pescia, ... SciPost Physics Codebases, 007, 2022	116	2022
Role of stochastic noise and generalization error in the time propagation of neural-network quantum states D Hofmann, G Fabiani, J Mentink, G Carleo, M Sentef SciPost Physics 12 (5), 165, 2022	30	2022
Can neural quantum states learn volume-law ground states? G Passetti, D Hofmann, P Neitemeier, L Grunwald, MA Sentef, ... arXiv preprint arXiv:2212.02204, 2022	17	2022
Witnessing nonequilibrium entanglement dynamics in a strongly correlated fermionic chain DR Baykusheva, MH Kalthoff, D Hofmann, M Claassen, DM Kennes, ... Physical Review Letters 130 (10), 106902, 2023	14	2023
Quantum walk versus classical wave: Distinguishing ground states of quantum magnets by spacetime dynamics P Wrzosek, K Wohlfeld, D Hofmann, T Sowiński, MA Sentef Physical Review B 102 (2), 024440, 2020	5	2020
Resonant laser excitation and time-domain imaging of chiral topological polariton edge states D Hofmann, MA Sentef Physical Review Research 2 (3), 033386, 2020	3	2020
Challenges for simulating quantum spin dynamics in two dimensions by neural network quantum states D Hofmann, G Fabiani, J Mentink, G Carleo, M Sentef APS March Meeting Abstracts 2021, A21. 009, 2021		2021
Quantum dynamics in driven spin systems with neural-network quantum states D Hofmann, G Carleo, A Rubio, M Sentef Bulletin of the American Physical Society 65, 2020		2020
Laser Control of Topological Polaritons D Hofmann Universität Hamburg Hamburg, 2018		2018
Simulation of Driven Cuprate Superconductors in Ultra-cold-atom Systems D Hofmann Universität Hamburg, Fachbereich Informatik, 2015		2015

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