Review of machine learning for hydrodynamics, transport, and reactions in multiphase flows and reactors LT Zhu, XZ Chen, B Ouyang, WC Yan, H Lei, Z Chen, ZH Luo Industrial & Engineering Chemistry Research 61 (28), 9901-9949, 2022 | 152 | 2022 |
Conventional and data‐driven modeling of filtered drag, heat transfer, and reaction rate in gas–particle flows LT Zhu, B Ouyang, H Lei, ZH Luo AIChE Journal 67 (8), e17299, 2021 | 73 | 2021 |
A hybrid mesoscale closure combining CFD and deep learning for coarse-grid prediction of gas-particle flow dynamics B Ouyang, LT Zhu, YH Su, ZH Luo Chemical Engineering Science 248, 117268, 2022 | 35 | 2022 |
Data‐driven modeling of mesoscale solids stress closures for filtered two‐fluid model in gas–particle flows B Ouyang, LT Zhu, ZH Luo AIChE Journal 67 (7), e17290, 2021 | 28 | 2021 |
Machine learning for full spatiotemporal acceleration of gas-particle flow simulations B Ouyang, LT Zhu, ZH Luo Powder Technology 408, 117701, 2022 | 18 | 2022 |
Using mesoscale drag model-augmented coarse-grid simulation to design fluidized bed reactor: Effect of bed internals and sizes LT Zhu, H Lei, B Ouyang, ZH Luo Chemical Engineering Science 253, 117547, 2022 | 14 | 2022 |
Progress on application of machine learning to multiphase reactors L ZHU, B OUYANG, X ZHANG, Z LUO Chemical Industry and Engineering Progress 40 (4), 1699, 2021 | 11 | 2021 |
Interpretable machine learning analysis and automated modeling to simulate fluid-particle flows B Ouyang, L Zhu, Z Luo Particuology 80, 42-52, 2023 | 9 | 2023 |
机器学习在多相反应器中的应用进展 朱礼涛, 欧阳博, 张希宝, 罗正鸿 化工进展 40 (4), 1699-1714, 2021 | 7 | 2021 |
Identification of gas-solid flow regimes using convolutional neural network techniques D Zhang, B Ouyang, ZH Luo Powder Technology 442, 119848, 2024 | 4 | 2024 |
Review on blood flow dynamics in lab-on-a-chip systems: An engineering perspective BJ Lai, LT Zhu, Z Chen, B Ouyang, ZH Luo Chem & Bio Engineering 1 (1), 26-43, 2024 | 3 | 2024 |
Optimizing injection modes and reactor shapes in gas-particle fluidized beds using a mesoscale CFD model LT Zhu, H Lei, B Ouyang, ZQ Wen, YN Yang, ZH Luo Powder Technology 429, 118941, 2023 | 3 | 2023 |
Homogeneous drag models in gas–solid fluidization: Big data analytics and conventional correlation B Ouyang, LT Zhu, ZQ Wen, X Chen, ZH Luo AIChE Journal 69 (9), e18170, 2023 | 3 | 2023 |
Particle-scale and sub-grid drag models coupled CFD for simulating the CO methanation in a CFB riser J Li, Y Jia, B Ouyang, B Yang, ZH Luo, ZW Liu Particuology 83, 178-193, 2023 | 2 | 2023 |
Identification of the reaction network for the synthesis of adipic acid using machine learning coupling with target factor analysis HL Wei, B Ouyang, LT Zhu, YH Su, ZH Luo AIChE Journal 69 (1), e17939, 2023 | 2 | 2023 |
Simulation study on mitigating permeate flux decline with electroosmotic flux in dead-end ultrafiltration process BJ Lai, B Ouyang, ZH Luo Chemical Engineering Journal 499, 156404, 2024 | | 2024 |
二苯基亚砜在有机溶剂中的溶解度测定和拟合 欧阳博, 孔明, 钱超, 陈新志 化工学报 69 (4), 1307-1314, 2018 | | 2018 |
FLOW-3D F SAI Additive Manufacturing 4 (1), 3-11, 2017 | | 2017 |