Title |
|---|
 Discussing the Spectrum of Physics-Enhanced Machine Learning; a Survey
on Structural Mechanics ApplicationsData-Centric Engineering (DCE), 2023 |
 Enhanced multi-fidelity modelling for digital twin and uncertainty
quantificationProbabilistic Engineering Mechanics (PEM), 2023 |
 Partial Differential Equations Meet Deep Neural Networks: A SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 |
 Topology Optimization via Machine Learning and Deep Learning: A ReviewJournal of Computational Design and Engineering (JCDE), 2022 |
 Deep Capsule Encoder-Decoder Network for Surrogate Modeling and
Uncertainty QuantificationInternational Journal for Numerical Methods in Engineering (IJNME), 2022 |
 Analysis of three dimensional potential problems in non-homogeneous
media with physics-informed deep collocation method using material transfer
learning and sensitivity analysisEngineering computations (Eng. Comput.), 2020 |
