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2020 – today
- 2026
[j3]Karin Yu
, Eleni N. Chatzi, Walter Kaufmann, Michael A. Kraus:
Guided generation of strut-and-tie models for reinforced concrete structures with parametric graph grammatical evolution. Adv. Eng. Informatics 71: 104302 (2026)- [i10]Janne Perini, Rafael Bischof, Moab Arar, Ayca Duran, Michael A. Kraus, Siddhartha Mishra, Bernd Bickel:
Pretrained Video Models as Differentiable Physics Simulators for Urban Wind Flows. CoRR abs/2603.21210 (2026) - 2025
- [j2]Sophia V. Kuhn, Marius Weber, Antoine Binggeli, Michael A. Kraus, Fernando Pérez-Cruz, Walter Kaufmann:
Predictive structural assessment with Bayesian deep learning. Adv. Eng. Informatics 68: 103721 (2025) - [j1]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:
AIXD: AI-eXtended Design Toolbox for data-driven and inverse design. Comput. Aided Des. 189: 103945 (2025) - [i9]Michael A. Kraus, Helen Bartsch:
Discovery of Fatigue Strength Models via Feature Engineering and automated eXplainable Machine Learning applied to the welded Transverse Stiffener. CoRR abs/2507.02005 (2025) - [i8]Rafael Bischof, Michal Piovarci, Michael A. Kraus, Siddhartha Mishra, Bernd Bickel:
HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions. CoRR abs/2509.05117 (2025) - [i7]Sophia V. Kuhn, Rafael Bischof, Marius Weber, Antoine Binggeli, Michael A. Kraus, Walter Kaufmann, Fernando Pérez-Cruz:
Bayesian Surrogates for Risk-Aware Pre-Assessment of Aging Bridge Portfolios. CoRR abs/2509.25031 (2025) - 2023
- [i6]Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi:
Counterfactual Image Generation for adversarially robust and interpretable Classifiers. CoRR abs/2310.00761 (2023) - 2022
- [i5]Michael A. Kraus, Romana Rust, Maximilian Rietschel, Daniel Hall:
Improved Perception of AEC Construction Details via Immersive Teaching in Virtual Reality. CoRR abs/2209.10617 (2022) - [i4]Vera M. Balmer, Sophia V. Kuhn, Rafael Bischof, Luis Salamanca, Walter Kaufmann, Fernando Pérez-Cruz, Michael A. Kraus:
Design Space Exploration and Explanation via Conditional Variational Autoencoders in Meta-model-based Conceptual Design of Pedestrian Bridges. CoRR abs/2211.16406 (2022) - 2021
- [i3]Michael A. Kraus, Irfan Custovic, Walter Kaufmann:
Struct-MRT: Immersive Learning and Teaching of Design and Verification in Structural Civil Engineering using Mixed Reality. CoRR abs/2109.09489 (2021) - [i2]Henrik Riedel, Sleheddine Mokdad, Isabell Schulz, Cenk Kocer, Philipp L. Rosendahl, Jens Schneider, Michael A. Kraus, Michael Drass:
Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification. CoRR abs/2110.08079 (2021) - [i1]Rafael Bischof, Michael A. Kraus:
Multi-Objective Loss Balancing for Physics-Informed Deep Learning. CoRR abs/2110.09813 (2021)
Coauthor Index
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