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Lorenzo Pastori
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Chiral topological phases from artificial neural networks
R Kaubruegger, L Pastori, JC Budich
Physical Review B 97 (19), 195136, 2018
1042018
Generalized transfer matrix states from artificial neural networks
L Pastori, R Kaubruegger, JC Budich
Physical Review B 99 (16), 165123, 2019
352019
Characterization and Verification of Trotterized Digital Quantum Simulation Via Hamiltonian and Liouvillian Learning
L Pastori, T Olsacher, C Kokail, P Zoller
PRX Quantum 3 (3), 030324, 2022
322022
Signatures of topology in quantum quench dynamics and their interrelation
L Pastori, S Barbarino, JC Budich
Physical Review Research 2 (3), 033259, 2020
252020
Disentangling sources of quantum entanglement in quench dynamics
L Pastori, M Heyl, JC Budich
Physical Review Research 1 (1), 012007, 2019
162019
Probing infinite many-body quantum systems with finite-size quantum simulators
V Kuzmin, TV Zache, C Kokail, L Pastori, A Celi, M Baranov, P Zoller
PRX Quantum 3 (2), 020304, 2022
82022
Digital quantum simulation, learning of the Floquet Hamiltonian, and quantum chaos of the kicked top
T Olsacher, L Pastori, C Kokail, LM Sieberer, P Zoller
Journal of Physics A: Mathematical and Theoretical 55 (33), 334003, 2022
52022
Tuning a climate model with machine-learning based emulators and history matching
P Bonnet, L Pastori, M Schwabe, MA Giorgetta, F Iglesias-Suarez, ...
EGUsphere 2024, 1-32, 2024
12024
Opportunities and challenges of quantum computing for climate modelling
M Schwabe, L Pastori, I de Vega, P Gentine, L Iapichino, V Lahtinen, ...
arXiv preprint arXiv:2502.10488, 2025
2025
Quantum Neural Networks for Cloud Cover Parameterizations in Climate Models
L Pastori, A Grundner, V Eyring, M Schwabe
arXiv preprint arXiv:2502.10131, 2025
2025
Tuning a climate model with machine-learning based emulators and history matching (under open review)
P Bonnet, L Pastori, M Schwabe, MA Giorgetta, F Iglesias-Suarez
2024
Machine learning based PPEs of ICON-A for Processes understanding and Automated parameter tuning
PHH Bonnet, F Iglesias-Suarez, L Pastori, P Gentine, V Eyring, GA Marco
AGU Fall Meeting Abstracts 2023, GC12D-05, 2023
2023
Quantum Machine Learning for Climate Science
M Schwabe, L Pastori, L Dogra, J Klamt, E Sarauer, V Eyring
2023
Quantum machine learning-based parametrizations in Earth system models
LH Dogra, L Pastori, M Schwabe, V Eyring
2023
Quantum Computing and Quantum Machine Learning for Earth System Models
L Pastori, M Schwabe, V Eyring
2023
Entanglement and Topology in Quantum Many-Body Dynamics
L Pastori
2021
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