A numerical scheme for stochastic differential equations with distributional drift. - Tiziano De Angelis; Maximilien Germain; Elena Issoglio (CoRR, 2019)

Rate of convergence for particle approximation of PDEs in Wasserstein space. - Maximilien Germain; Huyên Pham; Xavier Warin (J. Appl. Probab., 2022)

DeepSets and Their Derivative Networks for Solving Symmetric PDEs. - Maximilien Germain; Mathieu Laurière; Huyên Pham; Xavier Warin (J. Sci. Comput., 2022)

Approximation Error Analysis of Some Deep Backward Schemes for Nonlinear PDEs. - Maximilien Germain; Huyên Pham; Xavier Warin (SIAM J. Sci. Comput., 2022)