From the 15 of 666 papers with an AI index.
266 citations
- Centre National de la Recherche ScientifiqueFR420 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR318 papers
- CEA Paris-SaclayFR307 papers
- Sorbonne UniversitéFR235 papers
- Université Paris CitéFR231 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT207 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di Roma IIT192 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di GenovaIT186 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR179 papers
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- University of BolognaIT178 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di PadovaIT169 papers
24 papers · 1 filter
Emergence of Nonequilibrium Latent Cycles in Unsupervised Generative Modeling
Marco Baiesi, Alberto Rosso
We show that nonequilibrium dynamics can play a constructive role in unsupervised machine learning by inducing the spontaneous emergence of latent-state cycles. We introduce a mode…
Exact Stationary State of a -dimensional Run-and-Tumble Particle in a Harmonic Potential
Mathis Guéneau, Satya N. Majumdar, Grégory Schehr
We derive the exact nonequilibrium steady state of a run-and-tumble particle (RTP) in dimensions confined in an isotropic harmonic trap , with $r=\|\mat…
Restoring detailed balance in non-Hermitian Markov processes
Tim Van Wesemael, Gilberto Nakamura, Jan Baetens +3
Stochastic processes out-of-equilibrium often involve asymmetric contributions that break detailed balance and lead to non-monotonic entropy production, limiting thermodynamic inte…
Ultra slow sub-logarithmic diffusion of a sluggish random walker subject to resetting with memory
Denis Boyer, Satya N. Majumdar
We solve a model of sluggish stochastic motion in which a Brownian particle diffuses with a diffusion coefficient that decays algebraically with the distance to the origin, as $|x|…
Burgers dynamics for Poisson point process initial conditions of the Weibull class
Patrick Valageas
We derive the statistical properties of one-dimensional Burgers dynamics with stochastic initial conditions for the velocity potential defined by a Poisson point process whose inte…
Diffusion with stochastic resetting on a lattice
Alexander K. Hartmann, Satya N. Majumdar
We provide an exact formula for the mean first-passage time (MFPT) to a target at the origin for a single particle diffusing on a -dimensional hypercubic {\em lattice} starting…