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pro vyhledávání: '"Carbone, Davide"'
Gravitational waves, first predicted by Albert Einstein within the framework of general relativity, were confirmed in 2015 by the LIGO/Virgo collaboration, marking a pivotal breakthrough in astrophysics. Despite this achievement, a key challenge rema
Externí odkaz:
http://arxiv.org/abs/2411.19122
Autor:
Carbone, Davide
Energy-Based Models (EBMs) have emerged as a powerful framework in the realm of generative modeling, offering a unique perspective that aligns closely with principles of statistical mechanics. This review aims to provide physicists with a comprehensi
Externí odkaz:
http://arxiv.org/abs/2406.13661
Autor:
Licciardi, Alessandro, Carbone, Davide
Marine mammal communication is a complex field, hindered by the diversity of vocalizations and environmental factors. The Watkins Marine Mammal Sound Database (WMMD) constitutes a comprehensive labeled dataset employed in machine learning application
Externí odkaz:
http://arxiv.org/abs/2402.17775
Energy-based models (EBMs) are generative models inspired by statistical physics with a wide range of applications in unsupervised learning. Their performance is best measured by the cross-entropy (CE) of the model distribution relative to the data d
Externí odkaz:
http://arxiv.org/abs/2305.19414
We extend to quantum mechanical systems results previously obtained for classical mechanical systems, concerning time reversibility in presence of a magnetic field. As in the classical case, results like the Onsager reciprocal relations are consequen
Externí odkaz:
http://arxiv.org/abs/2104.13767
Autor:
Carbone, Davide, Rondoni, Lamberto
Publikováno v:
Symmetry 2020, 12(8), 1336
Time reversal invariance (TRI) of particles systems has many consequences, among~which the celebrated Onsager reciprocal relations, a milestone in Statistical Mechanics dating back to 1931. Because for a long time it was believed that (TRI) dos not h
Externí odkaz:
http://arxiv.org/abs/2008.05193
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Publikováno v:
In Annals of Physics June 2022 441
