Data-driven identification of latent port-Hamiltonian systems. - Johannes Rettberg; Jonas Kneifl; Julius Herb; Patrick Buchfink; Jörg Fehr; Bernard Haasdonk (CoRR, 2024)

Spectral Normalization and Voigt-Reuss net: A universal approach to microstructure-property forecasting with physical guarantees. - Sanath Keshav; Julius Herb; Felix Fritzen (CoRR, 2025)

Accelerating Conjugate Gradient Solvers for Homogenization Problems with Unitary Neural Operators. - Julius Herb; Felix Fritzen (CoRR, 2025)