Rafael Bischof

According to our database, Rafael Bischof authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pretrained Video Models as Differentiable Physics Simulators for Urban Wind Flows.

Janne Perini, Rafael Bischof, Moab Arar, Ayca Duran, Michael A. Kraus, Siddhartha Mishra, Bernd Bickel

CoRR, March, 2026

2025

Bayesian Surrogates for Risk-Aware Pre-Assessment of Aging Bridge Portfolios.

Sophia V. Kuhn, Rafael Bischof, Marius Weber, Antoine Binggeli, Michael A. Kraus, Walter Kaufmann, Fernando Pérez-Cruz

CoRR, September, 2025

AIXD: AI-eXtended Design Toolbox for data-driven and inverse design.

Alessandro Maissen, Aleksandra Anna Apolinarska, Sophia V. Kuhn, Luis Salamanca, Michael A. Kraus, Konstantinos Tatsis, Gonzalo Casas, Rafael Bischof, Romana Rust, Walter Kaufmann, Fernando Pérez-Cruz, Matthias Kohler

Comput. Aided Des., 2025

HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions.

Rafael Bischof, Michal Piovarci, Michael A. Kraus, Siddhartha Mishra, Bernd Bickel

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

Counterfactual Image Generation for adversarially robust and interpretable Classifiers.

Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi

CoRR, 2023

2022

Design Space Exploration and Explanation via Conditional Variational Autoencoders in Meta-model-based Conceptual Design of Pedestrian Bridges.

Vera M. Balmer, Sophia V. Kuhn, Rafael Bischof, Luis Salamanca, Walter Kaufmann, Fernando Pérez-Cruz, Michael A. Kraus

CoRR, 2022

2021

Multi-Objective Loss Balancing for Physics-Informed Deep Learning.

Rafael Bischof, Michael A. Kraus

CoRR, 2021