Kaltenbach, S.;Koutsourelakis, P.
Physics-Aware, Deep Probabilistic Modeling of Multiscale Dynamics in the Small Data Regime
14th WCCM-ECCOMAS Congress
CIMNE
2021

Berardocco, Luca
Hybridizable Discontinuous Galerkin Methods for time-domain electromagnetic diffusion in conductive media
2021
Dissertation
146 p.

Kaltenbach, S.;Koutsourelakis, P.
Physics-Aware, Deep Probabilistic Modeling of Multiscale Dynamics in the Small Data Regime
14th WCCM-ECCOMAS Congress
CIMNE
2021

Rixner, Maximilian;Koutsourelakis, Phaedon-Stelios
A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables
Journal of Computational Physics
2021
110218