| Pyomo.DOE: An open‐source package for model‐based design of experiments in Python J Wang, AW Dowling AIChE Journal 68 (12), e17813, 2022 | 32 | 2022 |
| When physics-informed data analytics outperforms black-box machine learning: A case study in thickness control for additive manufacturing K Wang, M Zeng, J Wang, W Shang, Y Zhang, T Luo, AW Dowling Digital Chemical Engineering 6, 100076, 2023 | 13 | 2023 |
| An experimental and modeling study of physical N2O solubility in 2-(ethylamino) ethanol M Xiao, H Liu, J Wang, X Luo, H Gao, Z Liang The Journal of Chemical Thermodynamics 138, 34-42, 2019 | 10 | 2019 |
| 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 |
| Data science for thermodynamic modeling: Case study for ionic liquid and hydrofluorocarbon refrigerant mixtures BJ Befort, A Garciadiego, J Wang, K Wang, G Franco, EJ Maginn, ... Fluid Phase Equilibria 572, 113833, 2023 | 8 | 2023 |
| Membrane characterization with model-based design of experiments X Liu, J Wang, JA Ouimet, WA Phillip, AW Dowling Computer Aided Chemical Engineering 49, 859-864, 2022 | 7 | 2022 |
| Scalable stochastic programming with Bayesian hybrid models J Wang, EA Eugene, AW Dowling Computer Aided Chemical Engineering 49, 1309-1314, 2022 | 5 | 2022 |
| Kinetic model discrimination for methanol and DME synthesis using Bayesian estimation A Bernardi, L Gomoescu, J Wang, CC Pantelides, D Chadwick, ... IFAC-PapersOnLine 52 (1), 335-340, 2019 | 5 | 2019 |
| Measure This, Not That: Optimizing the Cost and Model-Based Information Content of Measurements J Wang, Z Peng, R Hughes, D Bhattacharyya, DEB Neira, AW Dowling arXiv preprint arXiv:2406.09557, 2024 | 2 | 2024 |
| Model-Based Design of Experiments and Measurement Optimization Frameworks Based on Scalable and Tractable Algorithms and Software J Wang University of Notre Dame, 2024 | | 2024 |
| Measure This, Not That: Pareto Optimal Trade-Offs between Model-Based Information Content and Measurements Cost J Wang, A Dowling National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023 | | 2023 |
| Model-Based Design of Experiments in Pyomo and Its Application to Adsorptive CO2 Capture Systems J Wang, A Dowling 2021 AIChE Annual Meeting, 2021 | | 2021 |
Andrea BernardiImperial College London在 imperial.ac.uk 的电子邮件经过验证
