20 citations · 39 across the 4 of their papers we have counts for
6 papers
Multifractality and statistical localization in highly heterogeneous random networks
Diego Tapias, Peter Sollich
We consider highly heterogeneous random networks with symmetric interactions in the limit of high connectivity. A key feature of this system is that the spectral density of the cor…
Subaging in underparametrized Deep Neural Networks
Carolina Herrera Segura, Edison Montoya, Diego Tapias
We consider a simple classification problem to show that the dynamics of finite-width Deep Neural Networks in the underparametrized regime gives rise to effects similar to those as…
From entropic to energetic barriers in glassy dynamics: The Barrat-Mézard trap model on sparse networks
Diego Tapias, Eva Paprotzki, Peter Sollich
Trap models describe glassy dynamics as a stochastic process on a network of configurations representing local energy minima. We study within this class the paradigmatic Barrat-Méz…
Monte Carlo sampling in diffusive dynamical systems
Diego Tapias, David P. Sanders, Eduardo G. Altmann
We introduce a Monte Carlo algorithm to efficiently compute transport properties of chaotic dynamical systems. Our method exploits the importance sampling technique that favors tra…
Thermodynamic Cost for Classical Counterdiabatic Driving
Alessandro Bravetti, Diego Tapias
Motivated by the recent growing interest about the thermodynamic cost of Shortcuts to Adiabaticity (STA), we consider the cost of driving a classical system by the so-called Counte…
Geometric description of chemical reactions
Hernando Quevedo, Diego Tapias
We use the formalism of Geometrothermodynamics to describe chemical reactions in the context of equilibrium thermodynamics. Any chemical reaction in a closed system is shown to be…