代表性论文:
[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]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
[3]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
[4]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
[5]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