Bayesian optimization for chemical products and functional materials K Wang, AW Dowling Current Opinion in Chemical Engineering 36, 100728, 2022 | 105 | 2022 |
Machine learning-assisted ultrafast flash sintering of high-performance and flexible silver–selenide thermoelectric devices M Saeidi-Javash, K Wang, M Zeng, T Luo, AW Dowling, Y Zhang Energy & Environmental Science 15 (12), 5093-5104, 2022 | 42 | 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 | 16 | 2023 |
Hybrid Data‐Driven Discovery of High‐Performance Silver Selenide‐Based Thermoelectric Composites W Shang, M Zeng, ANM Tanvir, K Wang, M Saeidi‐Javash, A Dowling, ... Advanced Materials 35 (47), 2212230, 2023 | 14 | 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 |
Machine learning-assisted 3D printing of thermoelectric materials of ultrahigh performances at room temperature K Song, G Xu, ANM Tanvir, K Wang, MO Bappy, H Yang, W Shang, ... Journal of Materials Chemistry A 12 (32), 21243-21251, 2024 | 6 | 2024 |
Gaussian process regression machine learning models for photonic sintering K Wang, M Saeidi-Javash, M Zeng, Z Liu, Y Zhang, T Luo, AW Dowling Computer Aided Chemical Engineering 49, 1819-1824, 2022 | 5 | 2022 |
High-performance thermoelectric composites via scalable and low-cost ink processing ANM Tanvir, MO Bappy, M Zeng, W Shang, K Wang, K Song, Y Liu, ... Energy & Environmental Science, 2024 | 4 | 2024 |
LLaVA-Zip: Adaptive Visual Token Compression with Intrinsic Image Information K Wang, H Xuan arXiv preprint arXiv:2412.08771, 2024 | | 2024 |
Improving low-temperature plasma jet sintering using data-driven Bayesian optimization Z Cheng, K Wang, W Shang, A Tanvir, T Luo, Y Zhang, A Dowling, D Go Bulletin of the American Physical Society, 2024 | | 2024 |
Bayesian Optimization of Low-Temperature Nonthermal Plasma Jet Sintering of Nanoinks Z Cheng, K Wang, AMN Tanvir, W Shang, T Luo, Y Zhang, AW Dowling, ... ACS Applied Materials & Interfaces 16 (35), 46897-46908, 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 |
Non-thermal Plasma Jet Sintering of Indium Tin Oxide Thin Films based on Bayesian Optimization Z Cheng, K Wang, ANM Tanvir, W Shang, Y Zhang, T Luo, A Dowling, ... 2023 IEEE International Conference on Plasma Science (ICOPS), 1-1, 2023 | | 2023 |
Keynote Talk-Bayesian Optimization for Additive Manufacturing of Thermoelectric Materials and Devices A Dowling, K Wang, M Saeidijavash, M Zeng, T Luo, Y Zhang 2022 AIChE Annual Meeting, 2022 | | 2022 |
Accelerating Low-temperature Processing of Printed Nanoinks Using Machine Learning and Bayesian Optimization of Non-thermal Plasma Jet Sintering Z Cheng, K Wang, ANM Tanvir, W Shang, Y Zhang, T Luo, AW Dowling, ... | | |