Truly Mesh-free Physics-Informed Neural Networks. - Fabricio Arend Torres; Marcello Massimo Negri; Monika Nagy-Huber; Maxim Samarin; Volker Roth 001 (CoRR, 2022)

Conditional Matrix Flows for Gaussian Graphical Models. - Marcello Massimo Negri; Fabricio Arend Torres; Volker Roth 001 (NeurIPS, 2023)

Lagrangian Flow Networks for Conservation Laws. - Fabricio Arend Torres; Marcello Massimo Negri; Marco Inversi; Jonathan Aellen; Volker Roth 001 (ICLR, 2024)

Injective Flows for parametric hypersurfaces. - Marcello Massimo Negri; Jonathan Aellen; Volker Roth 001 (CoRR, 2024)

Injective flows for star-like manifolds. - Marcello Massimo Negri; Jonathan Aellen; Volker Roth 001 (ICLR, 2025)

NIMO: a Nonlinear Interpretable MOdel. - Shijian Xu; Marcello Massimo Negri; Volker Roth 001 (CoRR, 2025)