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Ba-Trung Cao
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2020 – today
- 2024
- [j4]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. Eng. Appl. Artif. Intell. 133: 108156 (2024) - 2023
- [j3]Hoang-Giang Bui
, Ba-Trung Cao, Steffen Freitag
, Klaus Hackl
, Günther Meschke:
Surrogate modeling for interactive tunnel track design using the cut finite element method. Eng. Comput. 39(6): 4025-4043 (2023) - [i2]Chen Xu, Ba-Trung Cao, Yong Yuan, Günther Meschke:
Fusing simulation and monitoring data for real-time settlement prediction during tunnel construction: A multi-fidelity deep operator network (DeepONet). CoRR abs/2310.00057 (2023) - 2022
- [i1]Chen Xu, Ba-Trung Cao
, Yong Yuan, Günther Meschke:
Transfer learning based physics-informed neural networks for solving inverse problems in tunneling. CoRR abs/2205.07731 (2022) - 2020
- [j2]Ba-Trung Cao
, Markus Obel, Steffen Freitag
, Peter Mark
, Günther Meschke:
Artificial neural network surrogate modelling for real-time predictions and control of building damage during mechanised tunnelling. Adv. Eng. Softw. 149: 102869 (2020)
2010 – 2019
- 2016
- [j1]Ba-Trung Cao
, Steffen Freitag
, Günther Meschke:
A hybrid RNN-GPOD surrogate model for real-time settlement predictions in mechanised tunnelling. Adv. Model. Simul. Eng. Sci. 3(1): 5:1-5:22 (2016)
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