Yichuan He

【Professional Title】: Associate Professor
【Department】: Department of Thermal Science and Energy Engineering
【Office】: 913A Keji Building
【Tel】:
【Email】: heyichuan@ustb.edu.cn
【Research Field】: 1. Micro-scale phase change heat transfer and chip/power battery thermal management
2. Machine learning (PINNs) applications in flow and heat transfer
3. Heat transfer in industrial equipment (aerospace, nuclear energy and power, blood equipment)

Education & Working Experience

2025.3- now, University of Science & Technology Beijing, Associate Professor.

2023.1-2025.2, Dalian University of Technology, Postdoc.

2019.9-2022.12, Dalian University of Technology, Ph.D.

2017.8-2019.5, Harbin Electric Group Central Research Institute, R&D Engineer

2014.9-2017.7, University of Chinese Academy of Sciences, Master

2010.9-2014.7, Harbin Engineering University, Bachelor

Research projects

1. National Natural Science Foundation of China Youth Program “Research on Heat and Mass Transfer in Two-Phase Thermosiphon Circuit Based on Physical Information Neural Network Method”, 2024-2026, Chair.

2. China Postdoctoral Science Foundation, “Research on Thermal Mass Transport Characteristics of Two-Phase Thermosiphon Circuit with High Liquid Filling Rate Regulated by Partitioning Control of Wall Wettability”, 2023-2025, Chair.

Multi-projects entrusted by enterprises

Academic Achievements

Main journal publications：

1. He Yichuan, Hu Chengzhi*, Li Hongyang, Jiang Bo, Hu Xianfeng, Wang Kuiming, Tang Dawei*. A flexible image processing technique for measuring bubble parameters based on a neural network[J]. Chemical Engineering Journal, 2022, 429:132138.

2. He Yichuan, Feng Yanhui, Qiu Lin*, Tang Dawei*. Data-driven approach augmented by attention mechanism in critical and boiling thermophysical properties prediction of fluorine/chlorine-based refrigerants[J]. Energy, 2024, 306: 132490.

3. He Yichuan, Hu Chengzhi*, Hu Xianfeng, Wang Huihui, Tang Dawei*. Assessing the enhancements in thermal performance of two-phase thermosyphon loops through riser wettability optimization[J]. International Journal of Heat and Mass Transfer, 2024, 218: 124731.

4. He Yichuan, Hu Chengzhi*, Hu Xianfeng, Xu Haochen, Tang Dawei*. Assessment of the two-phase thermosyphon loop with high filling ratio under anti-gravity. International Journal of Heat and Mass Transfer, 2023, 206:123968.

5. He Yichuan, Hu Chengzhi*, Li Hongyang, Hu Xianfeng, Tang Dawei*. Reliable predictions of bubble departure frequency in subcooled flow boiling: A machine learning-based approach[J]. International Journal of Heat and Mass Transfer, 2022, 195: 123217.

6. He Yichuan，Wang Zhicheng*，Xiang Hui，Jiang Xiaomo，Tang Dawei*. An artificial viscosity augmented physics-informed neural network for incompressible flow[J]. Applied Mathematics and Mechanics, 2023, 44(7): 1101-1110.

Honors and Awards:

1. Outstanding Thesis Award of “Wang Puxuan and Guo Zengyuan” in the Heat and Mass Transfer Conference of the Society of Engineering Thermophysics.

2.B grade in the state-sponsored postdoctoral program.

3.B grade of the State-funded Postdoctoral Research Performance Evaluation.

4.National Scholarship.

5.First Class Scholarship of DUT.

6.Outstanding Graduate Student of DUT.

7. First Class Scholarship of UCAS.

8. Third Class Scholarship of HEU.