Nowak, Wolfgang

2 publications

TMLR 2026 Uncertainty-Aware Surrogate-Based Amortized Bayesian Inference for Computationally Expensive Models Stefania Scheurer, Philipp Reiser, Tim Brünnette, Wolfgang Nowak, Anneli Guthke, Paul-Christian Bürkner
ICML 2022 Composing Partial Differential Equations with Physics-Aware Neural Networks Matthias Karlbauer, Timothy Praditia, Sebastian Otte, Sergey Oladyshkin, Wolfgang Nowak, Martin V. Butz