activity
20202026
most citedLearning on-top: regressing the on-top pair density for real-space visualization of electron correlation

14 citations · 21 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.soft2026

Position-dependent friction in protein folding from a GLE derived with a non-stationary localized projection distribution

Salma Salem, Lucas Tepper, Benjamin J. A. Héry +3

The Generalized Langevin Equation (GLE) is an integro-differential equation of motion for a general observable of a many-body system and is rigorously derived using the projection…

cond-mat.stat-mech2025

Correcting systematic errors in the likelihood optimization of underdamped Langevin models of molecular dynamics trajectories

David Daniel Girardier, Hadrien Vroylandt, Sara Bonella +1

Since Kramers' pioneering work in 1940, significant efforts have been devoted to studying Langevin equations applied to physical and chemical reactions projected onto few collectiv…

cond-mat.mtrl-sci2025

A rigorous data-driven approach to the nucleation of defects in metals exploiting the link between kinetic properties and (dis)order parameters

Mattia Perrone, David D. Girardier, Giovanni M. Pavan +1

Nucleation processes, through which a new structure progressively forms within a pre-existing homogeneous phase, are fundamental in materials science, but are also typically non-tr…

physics.comp-ph2021★ 7 cited

Mass-Zero constrained dynamics and statistics for the shell model in magnetic field

David D. Girardier, Alessandro Coretti, Giovanni Ciccotti +1

In several domains of physics, including first principle simulations and classical models for polarizable systems, the minimization of an energy function with respect to a set of a…

physics.chem-ph2020★ 14 cited

Learning on-top: regressing the on-top pair density for real-space visualization of electron correlation

Alberto Fabrizio, Ksenia R. Briling, David D. Girardier +1

The on-top pair density [] is a local quantum-chemical property that reflects the probability of two electrons of any spin to occupy the same position in sp…