Ba-Trung Cao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 6

Top Topics

Transfer Learning

Data Availability

Top Venues

Eng. Appl. Artif. Intell.

Adv. Model. Simul. Eng. Sci.

Publications

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 (2024)
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 (2023)
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) (2023)
Chen Xu, Ba-Trung Cao, Yong Yuan, Günther Meschke
Transfer learning based physics-informed neural networks for solving inverse problems in tunneling. CoRR (2022)
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 (2020)
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) (2016)