Computational toolkits for model-based design and optimization DT Agi, KD Jones, MJ Watson, HG Lynch, M Dougher, X Chen, ... Current Opinion in Chemical Engineering 43, 100994, 2024 | 9 | 2024 |
Learning and optimization under epistemic uncertainty with Bayesian hybrid models EA Eugene, KD Jones, X Gao, J Wang, AW Dowling Computers & Chemical Engineering 179, 108430, 2023 | 9 | 2023 |
Variational Inference for Semi-Parametric “Hybrid” Models K Jones, A Dowling, DE Schiavazzi 2024 AIChE Annual Meeting, 2024 | | 2024 |
Hierarchical Bayesian Optimization of Gray-Box Models K Jones, K Wang, A Dowling 2023 AIChE Annual Meeting, 2023 | | 2023 |
Adaptively Optimizing Experiments: Past, Present, and Future A Dowling, J Wang, K Wang, K Jones National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023 | | 2023 |
Optimization Under Uncertainty with Bayesian Hybrid Models A Dowling, K Jones, E Eugene, J Wang 2022 AIChE Annual Meeting, 2022 | | 2022 |