3 papers
cond-mat.dis-nn2024
Heterogeneous mean-field analysis of the generalized Lotka-Volterra model on a network
Fabián Aguirre-López
We study the dynamics of the generalized Lotka-Volterra model with a network structure. Performing a high connectivity expansion for graphs, we write down a mean-field dynamical th…
cond-mat.dis-nn2024
Random features and polynomial rules
Fabián Aguirre-López, Silvio Franz, Mauro Pastore
Random features models play a distinguished role in the theory of deep learning, describing the behavior of neural networks close to their infinite-width limit. In this work, we pr…
cond-mat.stat-mech2024
Bringing together two paradigms of non-equilibrium: Fragile versus robust aging in driven glassy systems
Diego Tapias, Charles Marteau, Fabián Aguirre-López +1
There are two key paradigms for non-equilibrium dynamics: on the one hand, aging towards an equilibrium state that cannot be reached on reasonable timescales; on the other, externa…