Xinchao Jiang

Practical uncertainty quantification for space-dependent inverse heat conduction problem via ensemble physics-informed neural networks

Xinchao Jiang, Xin Wang, Ziming Wen et al. · International Communications in Heat and Mass Transfer · 2023 · 57 citations

Computing, Mechanical Engineering, Physics +16

Machine Learning based parameter tuning strategy for MMC based topology optimization

Xinchao Jiang, Hu Wang, Yu Li et al. · Advances in Engineering Software · 2020 · 39 citations

Computing, Computational Engineering, Machine Learning +10

Resolution-independent generative models based on operator learning for physics-constrained Bayesian inverse problems

Xinchao Jiang, Xin Wang, Hu Wang · Computer Methods in Applied Mechanics and Engineering · 2023 · 20 citations

Natural Sciences, Mathematics, Physics +14

A novel reduced basis method for adjoint sensitivity analysis of dynamic topology optimization

Shuhao Li, Jichao Yin, Xinchao Jiang et al. · Engineering Analysis with Boundary Elements · 2024 · 12 citations

Natural Sciences, Computational Engineering, Mathematics +13