3 papers
math.DS2026
Characterizing the Dynamics of Muscle Regeneration in the mdx Mouse Model
Elena Scibona, Davide Carbone, Lamberto Rondoni +1
In this work, we explore a model of immune response in the skeletal muscle of the mdx mouse, the preferred animal model for studying Duchenne Muscular Dystrophy. The system studied…
cond-mat.stat-mech2026
Computing Nonequilibrium Transport from Short-Time Transients: From Lorentz Gas to Heat Conduction in One Dimensional Chains
Davide Carbone, Vincenzo Di Florio, Stefano Lepri +1
We test the Transient Time Correlation Function (TTCF) method to compute nonequilibrium transport coefficients, highlighting its conceptual and practical difference from the standa…
cs.LG2025
Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels
Davide Carbone
Energy-Based Models (EBMs) provide a flexible framework for generative modeling, but their training remains theoretically challenging due to the need to approximate normalization c…