activity
20182022
most citedHyperactive Learning (HAL) for Data-Driven Interatomic Potentials

9 citations · 16 across the 7 of their papers we have counts for

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math.PR2018

Ergodic properties of quasi-Markovian generalized Langevin equations with configuration dependent noise and non-conservative force

Benedict Leimkuhler, Matthias Sachs

We discuss the ergodic properties of quasi-Markovian stochastic differential equations, providing general conditions that ensure existence and uniqueness of a smooth invariant dist…

math.NA2018

Quadrature Points via Heat Kernel Repulsion

Jianfeng Lu, Matthias Sachs, Stefan Steinerberger

We discuss the classical problem of how to pick weighted points on a dimensional manifold so as to obtain a reasonable quadrature rule $$ \frac{1}{|M|}\int_{M}{f(x) dx} \si…