Soft amorphous materials are viscoelastic solids ubiquitously found around us, from clays
and cementitious pastes to emulsions and physical gels encountered in food or biomedical …

Equilibrium sampling of the configuration space in disordered systems requires algorithms
that bypass the glassy slowing down of the physical dynamics. Irreversible Monte Carlo …

Exerting a nonequilibrium drive on an otherwise equilibrium Langevin process brings the
dynamics out of equilibrium but can also speed up the approach to the Boltzmann steady …

Normalizing flows can transform a simple prior probability distribution into a more complex
target distribution. Here, we evaluate the ability and efficiency of generative machine …

We study the diffusivity of a tagged particle in a binary mixture of Brownian particles with
nonreciprocal interactions. Numerical simulations reveal that, for a broad class of interaction …

Odd-diffusive systems are characterized by transverse responses and exhibit
unconventional behaviors in interacting systems. To address the dynamical interparticle …

For arbitrary nonequilibrium transformations in complex systems, we show that the distance
between the current state and a target state can be decomposed into two terms: one …

We explore the dynamics of a simple liquid whose particles, in addition to standard potential-
based interactions, are also subjected to transverse forces preserving the Boltzmann …

Disordered systems generically exhibit aging and a glass transition. Previous studies have
long suggested that non-reciprocity tends to destroy glassiness. Here, we show that this is …

Non-reciprocal interactions are a generic feature of non-equilibrium systems. We define a
non-reciprocal generalization of the kinetic Ising model in one spatial dimension. We solve …