Michael A. Kraus

According to our database, Michael A. Kraus authored at least 13 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

Guided generation of strut-and-tie models for reinforced concrete structures with parametric graph grammatical evolution.

Karin Yu, Eleni N. Chatzi, Walter Kaufmann, Michael A. Kraus

Adv. Eng. Informatics, 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

Discovery of Fatigue Strength Models via Feature Engineering and automated eXplainable Machine Learning applied to the welded Transverse Stiffener.

Michael A. Kraus, Helen Bartsch

CoRR, July, 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

Predictive structural assessment with Bayesian deep learning.

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

Adv. Eng. Informatics, 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

Improved Perception of AEC Construction Details via Immersive Teaching in Virtual Reality.

Michael A. Kraus, Romana Rust, Maximilian Rietschel, Daniel Hall

CoRR, 2022

2021

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

Rafael Bischof, Michael A. Kraus

CoRR, 2021

Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification.

Henrik Riedel, Sleheddine Mokdad, Isabell Schulz, Cenk Kocer, Philipp L. Rosendahl, Jens Schneider, Michael A. Kraus, Michael Drass

CoRR, 2021

Struct-MRT: Immersive Learning and Teaching of Design and Verification in Structural Civil Engineering using Mixed Reality.

Michael A. Kraus, Irfan Custovic, Walter Kaufmann

CoRR, 2021