学术论文 (Academic   link: Google Scholar;  Scopus;  Orcid)

32

Zhu L.T., Kenig E.*,   A study of methanol-to-olefins packed bed reactor performance using particle-resolved   CFD and machine learning. AIChE J., 2024.

31

Zhu L.T., Kenig E.*,   Multi-objective optimization of fixed bed reactor performance for hydrogen   production via water-gas shift reaction. To be submitted to Chem. Eng. Sci.

30

Li G., Guan   S., Gao Y., Liu W., Zheng Y., Pan H.*, Zhu L.T. *, Ling, H.*,   Evaluation of multi-objective optimization methods applied to ternary   dividing-wall columns. Chem.   Eng. Res. Des., 2024, 203, 573-582.

29

Zhu L.T., Wachs   A.*, Interpolation of   probability-driven model to predict hydrodynamic forces and torques in particle-laden   flows. AIChE J., 2023, 69(11), e18209.

28

Zhu L.T., Lei H., Ouyang B., Wen Z.Q., Yang Y.Y., Luo Z.H.*, Optimizing   injection modes and reactor shapes in gas-particle fluidized beds using a   mesoscale CFD model. Powder Technol., 2023, 118941.

27

Zhu L.T., Lei H.,   Ouyang B., Luo Z.H.*, Using mesoscale drag model-augmented coarse-grid   simulation to design fluidized bed reactor: Effect of bed internals and   sizes. Chem. Eng. Sci., 2022,   253, 117547.

26

Zhu L.T., Chen X.Z., Ouyang B., Yan W.C., Lei H., Chen Z., Luo Z.H.*, Review of machine learning for hydrodynamics, transport and reactions   in multiphase flows and reactors. Ind. Eng. Chem. Res., 2022,   61(28), 9901-9949. (ESI高被引论文)

25

Zhu L.T., Ouyang B., Lei   H., Luo Z.H.*, Conventional and data-driven modeling of mesoscale drag, heat   transfer and reaction rate in gas-particle flows. AIChE J., 2021, e17299. (AIChE J. 2021-2022高被引论文)

24

Zhu L.T., Tang J.X., Luo Z.H.*, Machine learning   to assist filtered two-fluid model development for dense gas-particle flows. AIChE J., 2020, 66(6), e16973.

23

Zhu L.T., Chen, X.Z., Luo, Z.H.*, Analysis and development of homogeneous drag closure for filtered   mesoscale modeling of fluidized gas-particle flows. Chem. Eng. Sci., 2021, 229, 116147.

22

Zhu L.T.,   Yang, Y.N., Pan, D.T.*, Luo, Z.H.*, Capability assessment of coarse-grid simulation of gas-particle   riser flow using sub-grid drag closures. Chem. Eng. Sci., 2020, 213, 115410.

21

Zhu L.T., Liu Y.X., Tang J.X., Luo Z.H.*, A material-property-dependent   sub-grid drag model for coarse-grained simulation of 3D large-scale CFB   risers. Chem. Eng. Sci., 2019, 204, 228.

20

Zhu L.T.,   Rashid T.A.B., Luo Z.H.*, Comprehensive validation analysis of sub-grid drag   and wall corrections for coarse-grid two-fluid modeling. Chem. Eng. Sci., 2019,   196, 478-492.

19

Zhu L.T.,   Y.X. Liu, Luo Z.H.*, An enhanced correlation for gas-particle heat and mass   transfer in packed and fluidized bed reactors. Chem. Eng. J., 2019, 374, 531-544.

18

Zhu L.T., Liu Y.X., Luo Z.H.*, An effective three-marker drag   model via sub-grid modeling for turbulent fluidization. Chem. Eng. Sci., 2018,   192, 759-773.

17

Zhu L.T., Ma W.Y., Luo Z.H.*, Influence of distributed pore   size and porosity on MTO catalyst particle performance: Modeling and   simulation. Chem. Eng. Res. Des., 2018,137, 141-153.

16

Zhu L.T., Pan H., Su Y.H., Luo Z.H.*, Effect of particle polydispersity on   flow and reaction behaviors of methanol to olefins fluidized bed reactors. Ind. Eng. Chem.   Res., 2017,   56, 1090-1102.

15

Zhu L.T., Xie L., Xiao J., Luo Z.H.*, Filtered model for the   cold-model gas-solid flow in a large-scale MTO fluidized bed reactor. Chem. Eng. Sci., 2016,   143, 369-383.

14

Zhu L.T., Ye M., Luo Z.H.*, Application of filtered model for   reacting gas-solid flows and optimization in a large-scale methanol-to-olefin   fluidized-bed reactor. Ind. Eng. Chem. Res., 2016, 55, 11887-11899.

13

Zhu L.T., F. Xu, H.   Jin, Q. Xiong*. Multiphase flow in   energy studies and applications—A special issue for MTCUE-2022. Phys.   Fluid., 2023,   35(7), 070401.

12

Ouyang B., Zhu   L.T.*, Luo Z.H.*, Data-driven modeling of mesoscale solids stress closures   for filtered two-fluid model in gas-particle flows. AIChE J., 2021,   e17290.

11

Lei, H., Zhu L.T.*, Luo Z.H.*, Study of filtered   interphase heat transfer using highly resolved CFD–DEM simulations. AIChE J., 2021, 67(4), e17121.

10

Lei H., Zhu L.T.*, Luo Z.H.*, CFD-DEM study of   reactive gas-solid flows with cohesive particles in a high temperature   polymerization fluidized bed. Chem. Eng. Sci., 2023, 268, 118437.

9

Chen Z., Zhu L.T.*, Luo Z.H.*, Characterizing   flow and transport in biological vascular systems: A review from physiological   and chemical engineering perspectives. Ind. Eng. Chem. Res., 2023, 63(1),   4-36.

8

Li J.S., Zhu L.T.*, Luo Z.H.*, Effect of geometric   configuration on hydrodynamics, heat transfer and RTD in a pilot-scale   biomass pyrolysis vapor-phase upgrading reactor. Chem. Eng. J., 2022, 428, 131048.

7

Ouyang B., Zhu L.T.*, Luo Z.H.*, Machine learning for full spatiotemporal acceleration of   gas-particle flow simulations. Powder Technol., 2022, 408,   117701.

6

Li, J.S., Zhu L.T.*, Yan, W.C., Rashid, T.A.B., Xu, Q.J., Luo Z.H.*, Coarse-grid   simulations of full-loop gas-solid flows using a hybrid drag model:   Investigations on turbulence models. Powder Technol., 2021, 379, 108-126.

5

Rashid T.A.B., Zhu L.T.*, Luo Z.H.*, Effect of granular properties on hydrodynamics in coarse-grid riser   flow simulation of Geldart A and B particles. Powder Technol., 2020, 359: 126-144.

4

Rashid T.A.B., Zhu L.T.*, Luo Z.H.*, Comparative   analysis of numerically derived drag models for development of bed expansion   ratio correlation in a bubbling fluidized bed. Adv. Powder   Technol., 2020, 31, 2723-2732.

3

Liu Y.X., Zhu   L.T.*, Luo Z.H.*, Tang J.X., Effect of spatial radiation distribution   on photocatalytic oxidation of methylene blue in gas-liquid-solid   mini-fluidized beds. Chem. Eng. J., 2019, 370,   1154-1168.

2

朱礼涛+, 欧阳博+, 张希宝, 罗正鸿*. 机器学习在多相反应器中的应用进展. 化工进展, 2021, 40(4), 1699-1714.

1

朱礼涛, 罗正鸿*. 磁共振成像应用于多相流体动力学研究进展. 化工学报, 2018, 69(9), 3765-3773.

发明专利

5

罗正鸿，朱礼涛，魏慧龙，欧阳博，雷赫，闻昭权，张希宝. 分支型内构件及流化床反应器，ZL202110481299.7

4

邵枫, 朱礼涛, 苏言杰, 罗正鸿, 张亚非. 流道结构性能优化模型的训练方法及装置、优化方法、介质及终端. CN202311314449.0

3

罗正鸿, 张希宝, 阮诗想, 朱礼涛. 一种生产聚烯烃的溶液聚合方法. ZL202210945593.3

2

王齐, 罗正鸿, 张宇, 雷赫, 宋美丽, 朱礼涛, 王林, 袁炜, 胡琳, 王居兰. 聚烯烃生产装置及调控方法. CN202311076191.5.

1

罗正鸿, 阮诗想, 张希宝, 朱礼涛, 魏慧龙, 潘德韬. 一种生产聚烯烃弹性体的聚合装置和方法. CN115894747A