249 citations · 319 across the 2 of their papers we have counts for
2 papers
cs.CE2023★ 70 cited
A multi-fidelity deep operator network (DeepONet) for fusing simulation and monitoring data: Application to real-time settlement prediction during tunnel construction
Chen Xu, Ba Trung Cao, Yong Yuan +1
Ground settlement prediction during the process of mechanized tunneling is of paramount importance and remains a challenging research topic. Typically, two paradigms are existing:…
cs.CE2022★ 249 cited
Transfer learning based physics-informed neural networks for solving inverse problems in engineering structures under different loading scenarios
Chen Xu, Ba Trung Cao, Yong Yuan +1
Recently, a class of machine learning methods called physics-informed neural networks (PINNs) has been proposed and gained prevalence in solving various scientific computing proble…