Publications

Publications of D. Hofmann

Journal Article (7)

2023
Journal Article
G. Passetti, D. Hofmann, P. Neitemeier, L. Grunwald, M. A. Sentef, and D. M. Kennes, Can Neural Quantum States Learn Volume-Law Ground States?, Physical Review Letters 131 (3), 036502 (2023).
Journal Article
D. R. Baykusheva, M. Kalthoff, D. Hofmann, M. Claassen, D. M. Kennes, M. A. Sentef, and M. Mitrano, Witnessing Nonequilibrium Entanglement Dynamics in a Strongly Correlated Fermionic Chain, Physical Review Letters 130 (10), 106902 (2023).
2022
Journal Article
F. Vicentini, D. Hofmann, A. Szabó, D. Wu, C. Roth, C. Giuliani, G. Pescia, J. Nys, V. Vargas-Calderón, N. Astrakhantsev, and G. Carleo, NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems, SciPost Physics Codebases 7(2022).
Journal Article
D. Hofmann, G. Fabiani, J. H. Mentink, G. Carleo, and M. A. Sentef, Role of stochastic noise and generalization error in the time propagation of neural-network quantum states, SciPost Physics 12 (5), 165 (2022).
2020
Journal Article
D. Hofmann and M. A. Sentef, Resonant laser excitation and time-domain imaging of chiral topological polariton edge states, Physical Review Research 2 (3), 033386 (2020).
Journal Article
P. Wrzosek, K. Wohlfeld, D. Hofmann, T. Sowiński, and M. A. Sentef, Quantum walk versus classical wave: Distinguishing ground states of quantum magnets by spacetime dynamics, Physical Review B 102 (2), 024440 (2020).
2019
Journal Article
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, and A. Wietek, NetKet: A machine learning toolkit for many-body quantum systems, SoftwareX 10, 100311 (2019).

Thesis - PhD (1)

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

Thesis - Master (1)

2018
Thesis - Master
D. Hofmann, Laser Control of Topological Polaritons, Master's Thesis, Universität Hamburg, Hamburg, 2018.
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