Michael A. Kraus

13 papers Journal 13

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