Selected Publications
Lead author/Corresponding author publications:
2023年
1. Hongqian Yu, Jian Lou, Han Liu, Zhiwei Chu, Qi Wang, Li Yang, Yu Rao. "A transfer learning method to assimilate numerical data with experimental data for effusion cooling." Applied Thermal Engineering. 224(2023):120075.
2. Yu, Bocheng, Zijie Lu, Binyan Wang, Xinxing Wang, Jian Lou, Li Yang, and Weihong Li. "A Bioinspired Programmable Self-Organization Approach for Designing Additively Manufactured Heat Sinks." Energy Conversion and Management 286 (2023).
3. Wang, Qi, Yang Li, Jian Lou, Li Yang. "A Decision-Making Design Approach to Optimize the Hole Arrangement of Effusion Cooling Plates under Non-Uniform Heat Load Conditions." Applied Thermal Engineering 235 (2023).
4. Li, Jingnan, Li Yang. "Recent Development of Heat Sink and Related Design Methods." Energies 16, no. 20 (2023).
5. Hu, Kaibin, Cheng Lu, Bocheng Yu, Li Yang, Yu Rao. "Optimization of Bionic Heat Sinks with Self-Organized Structures Inspired by Termite Nest Morphologies." International Journal of Heat and Mass Transfer 202 (2023).
2022年
6. Wang Qi, Yang Li, Huang Kang. “Fast prediction and sensitivity analysis of gas turbine cooling performance using supervised learning approaches.” Energy. 246(2022):123373.
7. Wang Qi, Zhou Weiwei, Yang Li, Huang Kang. “Comparison between conventional and deep learning-based surrogate models in predicting convective heat transfer performance of U-bend channels.” Energy and AI. 8(2022):100140.
8. Li Yang, Qi Wang, and Yu Rao. "An Iterative Neural Operator to Predict the Thermo-Fluid Information in Internal Cooling Channels." Journal of Turbomachinery 144, no. 12 (2022).
2021年
9. Li Yang, Wei Dai, Yu Rao, Minking K. Chyu. "A machine learning approach to quantify the film cooling superposition effect for effusion cooling structures." International Journal of Thermal Sciences 162 (2021): 106774.
10. Li Yang, Qi Wang, Yu Rao. "Searching for irregular pin-fin shapes for high temperature applications using deep learning methods." International Journal of Thermal Sciences 161 (2021): 106746.
11. Qi Wang, Li Yang*, Yu Rao. "Establishment of a generalizable model on a small-scale dataset to predict the surface pressure distribution of gas turbine blades." Energy 214 (2021): 118878.
2020年
12. Li Yang, Qi Wang, Kang Huang, Yu Rao. "Establishment of a long-short-term-memory model to predict film cooling effectiveness under superposition conditions." International Journal of Heat and Mass Transfer 160 (2020): 120231.
13. Parbat, Sarwesh, Zheng Min, Li Yang, Minking Chyu. "Experimental and Numerical Analysis of Additively Manufactured Inconel 718 Coupons with Lattice Structure." Journal of Turbomachinery 142, no. 6 (2020).
2019年
14. Li Yang, Wei Dai, Yu Rao, Minking K. Chyu. "Optimization of the hole distribution of an effusively cooled surface facing non-uniform incoming temperature using deep learning approaches." International Journal of Heat and Mass Transfer 145 (2019): 118749.
15. Li Yang, Zheng Min, Tianwei Yue, Yu Rao, Minking K. Chyu. "High resolution cooling effectiveness reconstruction of transpiration cooling using convolution modeling method." International Journal of Heat and Mass Transfer 133 (2019): 1134-1144.
16. Sarwesh Narayan Parbat, Li Yang*, Zheng Min, Minking K. Chyu. "Experimental and Numerical Analysis of Additively Manufactured Coupons with Parallel Channels and Inline Wall Jets." Journal of Turbomachinery 141.6 (2019).
17. Zheng Min, Gan Huang, S.N. Parbat, Li Yang*, Minking K. Chyu. "Experimental investigation on additively manufactured transpiration and film cooling structures." Journal of Turbomachinery 141.3 (2019).
18. Wandong Bai, Wei Chen, Li Yang*, Minking K. Chyu. "Numerical investigation on heat transfer and pressure drop of pin-fin array under the influence of rib turbulators induced vortices." International Journal of Heat and Mass Transfer 129 (2019): 735-745.
2018年
19. Li Yang, Wei Chen, Minking K. Chyu. "A convolution modeling method for pore plugging impact on transpiration cooling configurations perforated by straight holes." International Journal of Heat and Mass Transfer 126 (2018): 1057-1066.
20. Li Yang, Prashant Singh, Kartikeya Tyagi, Jaideep Pandit, Srinath V. Ekkad, Jing Ren. "Experimental Investigation of Rotational Effects on Heat Transfer Enhancement Due to Crossflow-Induced Swirl Using Transient Liquid Crystal Thermography." Journal of Thermal Science and Engineering Applications 10.3 (2018).
21. Chen, Wei, Zenan Yang, Li Yang, and Minking K. Chyu. "Numerical Investigation of Heat Transfer and Flow Characteristics of Supercritical Co2 in U-Duct." Applied Thermal Engineering 144 (2018): 532-39.
22. Zheng Min, Sarwesh Narayan Parbat, Li Yang, Minking K. Chyu. "Fabrication and Characterization of Additive Manufactured Nickel-Based Oxide Dispersion Strengthened Coating Layer for High-Temperature Application." Journal of Engineering for Gas Turbines and Power 140.6 (2018).
Co-author publications:
2023年
1. Rao, Yu, Yuan Li, Yuyang Liu, and Li Yang. "Experimental and Numerical Studies on Enhanced Effusion Cooling with Shallowly Dimpled Film Holes on Double-Wall Structure Surface." International Journal of Heat and Fluid Flow 101 (2023).
2022年
1. Yeranee, Kirttayoth, Yu Rao, Li Yang, and Hao Li. "Improved Thermal Performance of a Serpentine Cooling Channel by Topology Optimization Infilled with Triply Periodic Minimal Surfaces." Energies 15, no. 23 (2022).
2. Yeranee, Kirttayoth, Yu Rao, Li Yang, and Hao Li. "Enhanced Thermal Performance of a Pin-Fin Cooling Channel for Gas Turbine Blade by Density-Based Topology Optimization." International Journal of Thermal Sciences 181 (2022).
2021年
3. Liu, Yuyang, Yu Rao, Li Yang, Yamin Xu, Alexandros Terzis. "Flow and Heat Transfer Characteristics of Double-Wall Cooling with Multi-Row Short Film Cooling Hole Arrangements." International Journal of Thermal Sciences 165 (2021).
4. Luo, Jiahao, Yu Rao, Li Yang, Mingyang Yang, Hang Su. "Computational Analysis of Turbulent Flow and Heat Transfer in Latticework Cooling Structures under Various Flow Configurations." International Journal of Thermal Sciences 164 (2021).
2020年
5. Liu, Yuyang, Yu Rao, Li Yang. "Numerical Simulations of a Double-Wall Cooling with Internal Jet Impingement and External Hexagonal Arrangement of Film Cooling Holes." International Journal of Thermal Sciences 153 (2020).
2018年
6. Gan Huang, Zheng Min, Li Yang, Pei-Xue Jiang, Minking K Chyu. "Transpiration cooling for additive manufactured porous plates with partition walls." International Journal of Heat and Mass Transfer 124 (2018): 1076-1087.
中文期刊（Chinese Journals）
1. 汪奇,楊力,饒宇.深度學(xué)習(xí)方法在渦輪冷卻中的應(yīng)用綜述[J].工程熱物理學(xué)報(bào),2022,43(03):656-662.
2. 周煒瑋,汪奇,楊力等.物理啟發(fā)的深度學(xué)習(xí)模型及其在熱端部件散熱中的應(yīng)用[J].推進(jìn)技術(shù),2022,43(10):265-273.
3. 周煒瑋;汪奇;楊力;黃康. "物理啟發(fā)的深度學(xué)習(xí)模型及其在熱端部件散熱中的應(yīng)用." 推進(jìn)技術(shù) 43.10(2022):265-273.
4. 羅稼昊,饒宇,楊力.不同流動配置下渦輪葉片交錯(cuò)肋冷卻流動傳熱特性數(shù)值模擬[J].推進(jìn)技術(shù),2021,42(12):2789-2798.
5. 戴維, 楊力,and 饒宇."基于生成對抗網(wǎng)絡(luò)的渦輪端壁氣膜冷卻建模方法." 工程熱物理學(xué)報(bào) 41.10(2020):2420-2424.
