ML Anthology
Authors
Search
About
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