Bayesian based reaction optimization for complex continuous gas–liquid–solid reactions R Liang, X Duan, J Zhang, Z Yuan Reaction Chemistry & Engineering 7 (3), 590-598, 2022 | 14 | 2022 |
Computational shape optimization of microreactors based on CFD simulation and surrogate model driven optimization R Liang, Z Yuan Computer Aided Chemical Engineering 48, 925-930, 2020 | 8 | 2020 |
CAPBO: A cost‐aware parallelized Bayesian optimization method for chemical reaction optimization R Liang, H Hu, Y Han, B Chen, Z Yuan AIChE Journal 70 (3), e18316, 2024 | 4 | 2024 |
A Modified Trust Region Filter Framework Designed for Computationally Expensive Black-Box Optimization R Liang, Z Yuan, LT Biegler 2023 AIChE Annual Meeting, 2023 | 2 | 2023 |
Synthesis of CsPbBr3 in Micro Total Reaction System: Fast Operation Space Mapping and Subsecond Growth Process Monitoring Y Geng, H Hu, Y Jia, X Huang, T Yang, R Liang, Z Chen, Z Yuan, J Xu Small Methods 7 (10), 2300394, 2023 | 1 | 2023 |
An Integrated Framework for the Geometric Optimization of Bio-catalytic Microreactor Y Han, R Liang, Z Yuan Computer Aided Chemical Engineering 52, 921-927, 2023 | 1 | 2023 |
Efficient trust region filter modeling strategies for computationally expensive black-box optimization R Liang, Y Han, H Hu, B Chen, Z Yuan, LT Biegler Computers & Chemical Engineering 189, 108816, 2024 | | 2024 |
TRBO: Transfer Learning Accelerated Bayesian Optimization H Hu, R Liang, Z Yuan Computer Aided Chemical Engineering 53, 2929-2934, 2024 | | 2024 |
Portfolio-based Strategy for Bayesian Optimization for Autonomous Selection of Multiple Acquisition Functions and Hyperparameters R Liang, H Hu, Z Yuan Computer Aided Chemical Engineering 53, 3343-3348, 2024 | | 2024 |