Learning Invariances with Generalised Input-Convex Neural Networks. - Vitali Nesterov; Fabricio Arend Torres; Monika Nagy-Huber; Maxim Samarin; Volker Roth 001 (CoRR, 2022)

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

Physics-informed boundary integral networks (PIBI-Nets): A data-driven approach for solving partial differential equations. - Monika Nagy-Huber; Volker Roth 001 (J. Comput. Sci., 2024)