![]() | Ruhr University Bochum Institute for Structural Mechanics Universitätsstraße 150 44801 Bochum Email: Tel: 0234 / download vCard |
Publications | |
2024 | |
[ 1 ] | Chen Xu; Ba Trung Cao; Yong Yuan; Günther Meschke A multi-fidelity deep operator network (DeepONet) for fusing simulation and monitoring data: Application to real-time settlement prediction during tunnel construction Engineering Applications of Artificial Intelligence, 2024-07 [ DOI ] |
2023 | |
[ 2 ] | Chen Xu; Ba Trung Cao; Yong Yuan; Günther Meschke Transfer learning based physics-informed neural networks for solving inverse problems in engineering structures under different loading scenarios Computer Methods in Applied Mechanics and Engineering, 2023-02 [ DOI ] |
2022 | |
[ 3 ] | Cao, Ba Trung; Guenther Meschke; Xu, Chen; Yuan, Y. Physics-informed neural networks with trainable weighted loss using uncertainty: applications to inverse analysis of tunnel rings The 8th European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS Congress 2022, 5-9 June 2022, Oslo, Norway, 2022 [ DOI ] |
1995 | |
[ 4 ] | Guenther Meschke; Liu, W. N.; Chen, H.; Mang, Herbert A.; Institut für Festigkeitslehre, Bochum; Technische Universität Wien Vergleichende numerische Analysen des Traktionsverhaltens von Reifenstollen auf Schnee , 1995 [ DOI ] |
1994 | |
[ 5 ] | Guenther Meschke; Liu, W. N.; Chen, H.; Mang, Herbert A.; Institut für Festigkeitslehre, Bochum; Technische Universität Wien Experimentelle und numerische Untersuchungen des Traktionsverhaltens von Einzelstollen auf Schnee auf der Basis eines neuen Stoffmodells für Schnee , 1994 [ DOI ] |