吴 浩
华北电力大学核科学与工程学院副教授，硕士研究生导师；清华大学核科学与技术博士学位/博士后。主讲课程《传热学》和《核反应堆热工分析》。
邮箱：wuhao1938@hotmail.com
教学成果
Ø 2022年“十佳示范性优秀班集体”班主任（核电2002）
Ø 2021-2022学年优秀班主任
Ø 指导2022届“百篇”校级优秀本科毕业设计论文
Ø 2022年校级教学研究与改革项目1项
研究方向
Ø 铅铋反应堆固态氧控
Ø 高温气冷堆颗粒尺度传热规律
Ø 气固两相耦合CFD-DEM
Ø 球床颗粒辐射换热规律，离散颗粒仿真
Ø 深度学习在反应堆热工中的应用
主要科研项目
Ø 主持国家自然科学基金青年科学基金项目：“铅铋反应堆颗粒尺度固态氧控机理研究”
Ø 主持中央高校基本科研业务费项目：“融合深度学习理论的高温球床堆传热机理研究”
Ø 主持国防科技工业核动力技术创新中心专项科研项目：“基于GPU并行的先进反应堆流动传热关键问题研究”
研究成果
在颗粒传热、热辐射和深度学习等方向发表学术论文三十余篇，其中Top期刊论文5篇，国际人工智能顶会(AAAI)论文1篇。累积被引486次，H-index为12。
学术论文（统计时间截止至2023年1月）
1. Wu H, Hao S, Niu F, et al. A data-driven deep learning model of radiative heat transfer in dense granular systems[J]. Annals of Nuclear Energy, 2022, 167: 108855.
2. Wu H, Zhao H, Hao Z, et al. A non-linear transform approach for conduction-radiation heat transfer in the extended thermal discrete element method[J]. International Journal of Heat and Mass Transfer, 2021, 176: 121432. (Top期刊)
3. Wu H, Gui N, Yang X, et al. Parameter analysis and wall effect of radiative heat transfer for CFD-DEM simulation in nuclear packed pebble bed[J]. Experimental and Computational Multiphase Flow, 2021, 3: 250-257. (被引33次)
4. Wu H, Gui N, Yang X, et al. Analysis and evaluations of four models of thermal radiation for densely packed granular systems[J]. Chemical Engineering Science, 2020, 211: 115309. (Top期刊)
5. Wu H, Gui N, Yang X, et al. An approximation function model for solving effective radiative heat transfer in packed bed[J]. Annals of Nuclear Energy, 2020, 135: 107000.
6. Wu H, Gui N, Yang X, et al. Full mechanism modeling of contact thermal resistance with stagnant fluids in thermal discrete element method[J]. International Communications in Heat and Mass Transfer, 2020, 119: 104829.
7. Wu H, Gui N, Yang X, et al. A matrix model of particle-scale radiative heat transfer in structured and randomly packed pebble bed[J]. International Journal of Thermal Sciences, 2020, 153: 106334.
8. Wu H, Gui N, Yang X, et al. Analysis of clumped-pebble shape on thermal radiation and conduction in nuclear beds by subcell radiation model[J]. Journal of Heat Transfer, 2020, 142(3): 032101.
9. Wu H, Hao S. A deep neural network model of particle thermal radiation in packed bed[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(01): 1029-1036. (顶级国际人工智能会议)
10. Wu H, Gui N, Yang X, et al. A new uniform continuum modeling of conductive and radiative heat transfer in nuclear pebble bed[J]. Journal of Heat Transfer, 2019, 141(8): 082001.
11. Wu H, Gui N, Yang X, et al. A smoothed void fraction method for CFD-DEM simulation of packed pebble beds with particle thermal radiation[J]. International Journal of Heat and Mass Transfer, 2018, 118: 275-288. (被引45次)
12. Wu H, Gui N, Yang X, et al. Particle-scale investigation of thermal radiation in nuclear packed pebble beds[J]. Journal of Heat Transfer, 2018, 140(9): 092002.
13. Wu H, Gui N, Yang X, et al. Modeling effective thermal conductivity of thermal radiation for nuclear packed pebble beds[J]. Journal of Heat Transfer, 2018, 140(4): 042701. (被引20次)
14. Wu H, Gui N, Yang X, et al. Numerical simulation of heat transfer in packed pebble beds: CFD-DEM coupled with particle thermal radiation[J]. International Journal of Heat and Mass Transfer, 2017, 110: 393-405.(被引136次)
15. Wu H, Gui N, Yang X, et al. Effect of scale on the modeling of radiation heat transfer in packed pebble beds[J]. International Journal of Heat and Mass Transfer, 2016, 101: 562-569.(被引67次)
16. Wu H, Gui N, Yang X, et al. Effects of particle size and region width on the mixing and dispersion of pebbles in two-region pebble bed[J]. Granular Matter, 2016, 18: 1-17.
17. Wu H, Yu L, Niu F, et al. Machine Learning Modelling of Decay Heat Removal in High Temperature Gas-Cooled Reactor[C]//International Conference on Nuclear Engineering. American Society of Mechanical Engineers, 2022, 86427: V07BT07A019.
18. Gui N, Qi H, Ge L, Cheng P, Wu H*, et al. Analysis and correlation of fluid acceleration with vorticity and Liutex (Rortex) in swirling jets[J]. Journal of Hydrodynamics, 2019, 31(5): 864-872.
19. Wang Y F, Li XB, Liang R X, Zhu H P, Wu H, Liu F, Liu Y, Niu F L. Effects of PVB addition on PbO ceramics used in lead-cooled fast reactors[J]. Progress in Nuclear Energy, 2022, 151: 104346.
20. Li X B, Liang R X, Wang Y F, Zhu H P, Liu F, Liu Y, Li C, Wu H, Niu F L. An optimized numerical method to pre-researching the performance of solid-phase oxygen control in a non-isothermal lead–bismuth eutectic loop[J]. Nuclear Science and Techniques, 2022, 33(3): 31.
21. Li B, Gui N, Wu H, et al. Sub-cell radiation-conduction (SCRC) model in densely packed beds of mono-sized pebbles for HTGR under vacuum condition[J]. International Journal of Heat and Mass Transfer, 2022, 199: 123445.
22. Li B, Gui N, Wu H, et al. Effects of the 3-D wall structures on the flow and mixing characteristics of pebbles in pebble beds in HTR-10[J]. Annals of Nuclear Energy, 2021, 164: 108607.
23. Liu X, Gui N, Wu H et al. Numerical simulation of flow past a triangular prism with fluid–structure interaction[J]. Engineering Applications of Computational Fluid Mechanics, 2020, 14(1): 462-476.
24. Liu X, Gui N, Wu H, et al. Numerical simulation of flow past stationary and oscillating deformable circles with fluid-structure interaction[J]. Experimental and Computational Multiphase Flow, 2020, 2: 151-161.
25. Wu M, Gui N, Wu H, et al. Effects of density difference and loading ratio on pebble flow in a three-dimensional two-region-designed pebble bed[J]. Annals of Nuclear Energy, 2019, 133: 924-936.
26. Wu M, Gui N, Wu H, et al. Numerical study of mixing pebble flow with different density in circulating packed bed[J]. Annals of Nuclear Energy, 2019, 130: 483-492.
27. Jia X, Gui N, Wu H, et al. Numerical study and analysis of the effects of recirculation flow rates in drained pebble flow[J]. Powder Technology, 2017, 314: 608-619.
28. 吴浩, 桂南, 杨星团, 等. 高温球床辐射换热机理研究[J]. 核动力工程, 2016, 37(2): 32-37.
29. 吴浩, 桂南, 杨星团, 等. 稠密颗粒系统辐射换热算法研究[J]. 工程热物理学报, 2017, 38(12): 2630-2635.
30. 吴浩, 杨星团, 桂南, 等. 球床中传热与流动数值模拟研究[J]. 热科学与技术, 2016 (1): 26-32.
31. 李睿, 任成, 杨星团, 吴浩, 姜胜耀. 基于单元体理论的球床堆积结构与传热算法研究[J]. 核动力工程, 2016, 37(3): 39-42.
如下期刊审稿人：
Ø International Journal of Heat and Mass Transfer
Ø Powder Technology
Ø Nuclear Science and Engineering
Ø Frontiers in Energy Research
Ø 清华大学学报(自然版)