Publications of D. Hofmann

Journal Article (7)

Journal Article
Can Neural Quantum States Learn Volume-Law Ground States?
G. Passetti, D. Hofmann, P. Neitemeier, L. Grunwald, M. A. Sentef, D. M. Kennes
Physical Review Letters 131 (3), 036502 (2023)
Journal Article
Witnessing Nonequilibrium Entanglement Dynamics in a Strongly Correlated Fermionic Chain
D. R. Baykusheva, M. Kalthoff, D. Hofmann, M. Claassen, D. M. Kennes, M. A. Sentef, M. Mitrano
Physical Review Letters 130 (10), 106902 (2023)
Journal Article
NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems
F. Vicentini, D. Hofmann, A. Szabó, D. Wu, C. Roth, C. Giuliani, G. Pescia, J. Nys, V. Vargas-Calderón, N. Astrakhantsev, G. Carleo
SciPost Physics Codebases 7 (2022)
Journal Article
Role of stochastic noise and generalization error in the time propagation of neural-network quantum states
D. Hofmann, G. Fabiani, J. H. Mentink, G. Carleo, M. A. Sentef
SciPost Physics 12 (5), 165 (2022)
Journal Article
Resonant laser excitation and time-domain imaging of chiral topological polariton edge states
Physical Review Research 2 (3), 033386 (2020)
Journal Article
Quantum walk versus classical wave: Distinguishing ground states of quantum magnets by spacetime dynamics
P. Wrzosek, K. Wohlfeld, D. Hofmann, T. Sowiński, M. A. Sentef
Physical Review B 102 (2), 024440 (2020)
Journal Article
NetKet: A machine learning toolkit for many-body quantum systems
G. Carleo, K. Choo, D. Hofmann, J. E. T. Smith, T. Westerhout, F. Alet, E. J. Davis, S. Efthymiou, I. Glasser, S.-H. Lin, M. Mauri, G. Mazzola, C. B. Mendl, E. van Nieuwenburg, O. O’Reilly, H. Théveniaut, G. Torlai, F. Vicentini, A. Wietek
SoftwareX 10, 100311 (2019)

Thesis - PhD (1)

Thesis - PhD
Neural quantum state methods for simulating quantum many-body systems
Universität Hamburg, 2023

Thesis - Master (1)

Thesis - Master
Laser Control of Topological Polaritons
Universität Hamburg, 2018

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