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Sebastiano Pilati
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Year
Phase separation in a polarized Fermi gas at zero temperature
S Pilati, S Giorgini
Physical Review Letters 100 (3), 030401, 2008
2512008
Itinerant ferromagnetism of a repulsive atomic Fermi gas: A quantum Monte Carlo study
S Pilati, G Bertaina, S Giorgini, M Troyer
Physical review letters 105 (3), 030405, 2010
1822010
Roadmap on machine learning in electronic structure
HJ Kulik, T Hammerschmidt, J Schmidt, S Botti, MAL Marques, M Boley, ...
Electronic Structure 4 (2), 023004, 2022
1212022
Fermi-liquid behavior of the normal phase of a strongly interacting gas of cold atoms
S Nascimbène, N Navon, S Pilati, F Chevy, S Giorgini, A Georges, ...
Physical review letters 106 (21), 215303, 2011
1162011
Critical temperature of interacting Bose gases in two and three dimensions
S Pilati, S Giorgini, N Prokof’ev
Physical review letters 100 (14), 140405, 2008
962008
Quantum Monte Carlo simulation of a two-dimensional Bose gas
S Pilati, J Boronat, J Casulleras, S Giorgini
Physical Review A—Atomic, Molecular, and Optical Physics 71 (2), 023605, 2005
642005
Dilute Bose gas with correlated disorder: a path integral Monte Carlo study
S Pilati, S Giorgini, M Modugno, N Prokof'ev
New Journal of Physics 12 (7), 073003, 2010
602010
The Beliaev technique for a weakly interacting Bose gas
B Capogrosso-Sansone, S Giorgini, S Pilati, L Pollet, N Prokof'Ev, ...
New Journal of Physics 12 (4), 043010, 2010
562010
Ferromagnetism of a repulsive atomic Fermi gas in an optical lattice: a quantum Monte Carlo study
S Pilati, I Zintchenko, M Troyer
Physical review letters 112 (1), 015301, 2014
532014
Density functional theory for atomic Fermi gases
PN Ma, S Pilati, M Troyer, X Dai
Nature Physics 8 (8), 601-605, 2012
472012
Superfluid transition in a Bose gas with correlated disorder
S Pilati, S Giorgini, N Prokof’ev
Physical review letters 102 (15), 150402, 2009
452009
Boosting Monte Carlo simulations of spin glasses using autoregressive neural networks
B McNaughton, MV Milošević, A Perali, S Pilati
Physical Review E 101 (5), 053312, 2020
432020
Bosonic superfluid-insulator transition in continuous space
S Pilati, M Troyer
Physical Review Letters 108, 155301 (2012). arXiv preprint arXiv:1108.1408, 2011
382011
Self-learning projective quantum Monte Carlo simulations guided by restricted Boltzmann machines
S Pilati, EM Inack, P Pieri
Physical Review E 100 (4), 043301, 2019
332019
Projective quantum Monte Carlo simulations guided by unrestricted neural network states
EM Inack, GE Santoro, L Dell'Anna, S Pilati
Physical Review B 98 (23), 235145, 2018
332018
Equation of state of an interacting Bose gas at finite temperature: A path-integral Monte Carlo study
S Pilati, K Sakkos, J Boronat, J Casulleras, S Giorgini
Physical Review A—Atomic, Molecular, and Optical Physics 74 (4), 043621, 2006
332006
Anderson localization of matter waves in quantum-chaos theory
E Fratini, S Pilati
Physical Review A 91, 061601(R) (2015) arXiv preprint arXiv:1503.04332, 2015
312015
Supervised machine learning of ultracold atoms with speckle disorder
S Pilati, P Pieri
Scientific reports 9 (1), 5613, 2019
302019
Anderson localization in optical lattices with correlated disorder
E Fratini, S Pilati
Physical Review A 92 (6), 063621, 2015
292015
Scalable neural networks for the efficient learning of disordered quantum systems
N Saraceni, S Cantori, S Pilati
Physical Review E 102 (3), 033301, 2020
252020
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