姚贵策，航空科学与工程学院、中法工程师学院/国际通用工程学院副教授，博士生导师。英国利兹大学（University of Leeds）博士，国际交流合作引进计划博士后研究员。《Applied Sciences》期刊客座编委。

主要研究领域为高热流密度下的热质输运机理及冷却技术，包括烧蚀热响应预测、发汗/相变冷却作用机制以及数据驱动的智能热控技术等。在传热传质领域Top期刊International Communication in Heat and Mass Trasnfer,  International Journal of Heat and Mass Transfer等发表文章50余篇，申请国家发明专利/软著12项。

主持国家自然科学青年基金、GF重点实验室基金、揭榜挂刷项目、博士后面上基金、航空航天、智慧能源领域企事业项目多项。

招生信息

航空学院：航空宇航科学与技术（博士生、硕士生）；

中法国通学院：系统工程、机械（硕士生）；

邮箱：yaoguice@buaa.edu.cn；欢迎具备微纳尺度传热、气液两相流、机器学习等学科背景的学生报考！

代表性研究成果论文（2020年以来）：

• 烧蚀热响应预测:

1. Jiahui Zhao, Jin ZHao, Guice Yao*, Dongsheng Wen (2025). Lattice Boltzmann model of coupling flow, heat and mass transfer with  homogeneous-heterogeneous reactions in porous composites for thermal  protection applications.  International Communications in Heat and Mass Transfer, 169: 109877

2.         Jiahui Zhao , Guice Yao*, Jin Zhao,  Zhihui Li, Dongsheng Wen  (2025). A novel lattice Boltzmann model for pore-scale thermal ablation and  pyrolysis of carbon porous composites under high-temperature vapor flow. International Communications in Heat and Mass Transfer, 167: 109245

3.         Jinyue Zhang, Jin Zhao, Guice Yao*, Dongsheng Wen  (2025). A hybrid micro-continuum scale approach for predicting coupled thermal flow and heterogeneous chemical ablation process in porous media. Physics of Fluids, 37:082010

4.         Hao Sun, Hui Gao, ...Huaizhi Han, Guice Yao* et al (2025). Experimental and reactive molecular dynamic study on the oil-dispersible  Pd nanoparticles for cracking aviation kerosene RP-3. Energy, 334：137675

5. Ju Tang, Haoyun Xing, Jin Zhao, Guice Yao*, Dongsheng Wen* (2024). Multi-scale modeling of thermal and chemical kinetic characterization of composites during high-temperature pyrolysis by scale-bridging reactive molecular dynamics. International Journal of Heat and Mass Transfer, 231: 125903. 

6.         Lichao He, Jin Zhao, Guice Yao*, Ju Tang, Dongsheng Wen(2024).  Nano-roughness effect on the interfacial thermal oxidation and surface catalytical recombination characteristics for silicon carbide based materials under non-equilibrium flow, Applied Surface Science, 664:160263.

7. Hao Sun, Guice Yao*, Jin Zhao, Hui Gao, Dongsheng Wen (2024). Molecular revelation of the effects of methanol additive for coke inhibition during the pyrolysis of endothermic hydrocarbon fuels, Fuel, 363:130958

8. Hao Sun, Guice Yao*, Jiao Wang, Haoyun Xing, Jin Zhao, Dongsheng Wen (2024).  Molecular interpretation for the synergistic catalysis of platinum/ hyperbranched polyethyleneimine composites on the pyrolysis of endothermic hydrocarbon fuels. International Journal of Heat and Mass Transfer, 233: 125967.

9. Hao Sun, Guice Yao*, Haoyun Xing, Jiao Wang,  Jin Zhao, Dongsheng Wen (2024). Insight into microscopic mechanism of Pt/Pd-catalyzed pyrolysis of n-dodecane. Chemical Engineering Science, 301: 120692.

10. Zhiliang Cui, Jin Zhao, Guice Yao*, Jun Zhang, Zhihui Li, ZhiGong Tang, Dongsheng Wen (2022).  Competing effects of surface catalysis and ablation in hypersonic reentry aerothermodynamic environment. Chinese Journal of Aeronautics, 10(35)

11. Zhiliang Cui, Guice Yao*, Jin Zhao*, Jun Zhang, Dongsheng Wen*(2021). Atomistic-scale investigation of hyperthermal oxygen-graphene interactions via reactive molecular dynamics simulation: The gas effect.”Physics of Fluids, 33: 052107.

• 发汗/相变冷却：

1. Zeyi Chen,  Jin Zhao, YiFei Liu, Guice Yao*, Dongsheng Wen (2025). A novel numerical coupling strategy for hypersonic transpiration cooling:  Instantaneous local phase change at the high-enthalpy porous interface. International Communications in Heat and Mass Transfer, 172：110235.

2. Xiangchun Sun, Yifei Liu, Ling Zhao, Jin Zhao, Guice Yao* (2025). Transpiration cooling with phase change under extreme thermal  environment: comparative analysis between numerical coupling  simulations and high-temperature gas flow wind tunnel experiments. Thermochimica Acta, 754：180157.

3. Kaiyan Jin, Jin Zhao, Guice Yao*, Dichu Xu, Dongsheng Wen (2025). "A fully coupled multiscale phase-change model at the porous interface for transpiration cooling: coupling dynamics pore-scale networks to continuum-scale free flow". International Journal of Heat and Mass Transfer, 236: 126396.

4. Pengfei Wang，Guice Yao*, Dongsheng Wen (2024). "'Heat engine' mechanism of latent heat release during the recalescence stage in supercooled heterogeneous icing". International Journal of Heat and Mass Transfer, 223: 125214.

5. Haie Yang, Guice Yao*, Dongsheng Wen (2022). "Flow resistance and convective heat transfer by elastic turbulence in 1D/2D/3D geometries." International journal of thermal science, 176:107512.

6. Haie Yang, Guice Yao*, Dongsheng Wen (2021). "Efficient mixing enhancement by orthogonal injection of shear-thinning fluids in a micro serpentine channel at low Reynolds numbers." Chemical Engineering Science, 235: 116368.

7. Guice Yao, Jin Zhao Xiaobin Shen, Haie Yang, Dongsheng Wen(2020) . "Effects of rheological properties on heat transfer enhancements by elastic instability in von-Karman swirling flow." International Journal of Heat and Mass Transfer, 152: 119535.

8. Guice Yao, Haie Yang, Jin Zhao, Dongsheng Wen (2020). "Experimental Study on Flow and Heat Transfer enhancements by elastic instability in swirling flow." International journal of thermal science, 157:106504.

• 数据驱动智能热控技术：

1. Haoyun Xing, Ke Jin, Guice Yao*, Jin Zhao, Dong Xu, Dongsheng Wen (2025). A novel trunk branch-net PINN for flow and heat transfer prediction in porous medium. Journal of Computational Physics, 543: 114385

2. Haoyun Xing, Guice Yao*, Hang Yuan, Jin Zhao, Dongsheng Wen (2025). Physics‐Informed Neural Networks for Solving Parameterized Dual‐Domain Darcy–Brinkman Flows in Gradient Porous Mediums. International Journal for Numerical Methods in Engineering, 126: e70110

3. Haoyun Xing, Guice Yao*, Dongsheng Wen (2025). Parameter identification for gradient porous media flow using sparse data. Physics of Fluids, 37: 102022

4. Tianyou Xue, Guice Yao*, Haoyun Xing, Yitong Yu, Jin Zhao, Dongsheng Wen (2026). Real-time optimization of microchannel cooling using a deep reinforcement learning-enabled digital twin. Applied Thermal Engineering, 291: 130164

5. Tianyou Xue, Jin Zhao, Haoyun Xing, Hang Yuan, Guice Yao*, Dongsheng Wen (2026). TC-thermal: A novel hybrid transformer-CNN architecture enhancing thermal flow reconstruction at fluid-solid interface for micro-channel heat sink. International Journal of Heat and Mass Transfer, 259: 128278

开授课程: 

1. 本科生课程《热力学（Thermodynamics）》

2. 本科生课程《传热学（Heat Transfer）》

3. 本科生课程《科学基础》
   

4. 研究生课程《计算传热学（Numerical Heat Transfer）》