Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent. - Benjamin Gess; Rishabh S. Gvalani; Vitalii Konarovskyi (CoRR, 2022)

Thermodynamically consistent and positivity-preserving discretization of the thin-film equation with thermal noise. - Benjamin Gess; Rishabh S. Gvalani; Florian Kunick; Felix Otto (Math. Comput., 2023)