| Bayesian sequential optimal experimental design for nonlinear models using policy gradient reinforcement learning W Shen, X Huan Computer Methods in Applied Mechanics and Engineering 416, 116304, 2023 | 24 | 2023 |
| Understanding capacity fade in organic redox-flow batteries by combining spectroscopy with statistical inference techniques SV Modak, W Shen, S Singh, D Herrera, F Oudeif, BR Goldsmith, X Huan, ... Nature Communications 14 (1), 3602, 2023 | 8 | 2023 |
| A Bayesian approach for quantifying data scarcity when modeling human behavior via inverse reinforcement learning T Hossain, W Shen, A Antar, S Prabhudesai, S Inoue, X Huan, N Banovic ACM Transactions on Computer-Human Interaction 30 (1), 1-27, 2023 | 5 | 2023 |
| Towards Design of Airfoil Pressure Tap Locations for Real-Time Predictions Under Uncertainty Using Bayesian Neural Networks W Shen, X Huan, BY Zhou, NR Gauger AIAA Scitech 2020 Forum, 0906, 2020 | 4 | 2020 |
| Variational sequential optimal experimental design using reinforcement learning W Shen, J Dong, X Huan arXiv preprint arXiv:2306.10430, 2023 | 2 | 2023 |
| Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo S Zhong, W Shen, T Catanach, X Huan arXiv preprint arXiv:2403.18072, 2024 | 1 | 2024 |
| Integrating inverse reinforcement learning into data-driven mechanistic computational models: a novel paradigm to decode cancer cell heterogeneity PC Kinnunen, KKY Ho, S Srivastava, C Huang, W Shen, K Garikipati, ... Frontiers in Systems Biology 4, 1333760, 2024 | | 2024 |
| Substituent Impact on Quinoxaline Performance and Degradation in Redox Flow Batteries SV Modak, D Pert, JL Tami, W Shen, I Abdullahi, X Huan, AJ McNeil, ... Journal of the American Chemical Society, 2024 | | 2024 |
| Reinforcement Learning based Sequential and Robust Bayesian Optimal Experimental Design W Shen | | 2023 |
| Understanding Capacity Fade in Organic Redox-Flow Batteries Using Uncertainty Quantification Techniques and Zero-Dimensional Modeling SV Modak, W Shen, FG Owhoso, X Huan Electrochemical Society Meeting Abstracts 241, 2045-2045, 2022 | | 2022 |
| Sequential Optimal Experimental Design via Reinforcement Learning W Shen, X Huan | | 2019 |
| Two Dimensional Linear Irregular Wave Propagation by FMBEM W Shen, Z Lin International Conference on Offshore Mechanics and Arctic Engineering 49989 …, 2016 | | 2016 |
