Tianyuan Liu

Supervised learning method for the physical field reconstruction in a nanofluid heat transfer problem

Tianyuan Liu, Yunzhu Li, Qi Jing et al. · International Journal of Heat and Mass Transfer · 2020 · 93 citations

Numerical Analysis, Heat Transfer Process, Engineering +11

Dual-convolutional neural network based aerodynamic prediction and multi-objective optimization of a compact turbine rotor

Yuqi Wang, Tianyuan Liu, Di Zhang et al. · Aerospace Science and Technology · 2021 · 76 citations

Aeronautics, Engineering, Systems Engineering +7

Real-time power prediction approach for turbine using deep learning techniques

Lei Sun, Tianyuan Liu, Yonghui Xie et al. · Energy · 2021 · 71 citations

Electrical Engineering, Engineering, Power Engineering +6

Airfoil design and surrogate modeling for performance prediction based on deep learning method

Qiuwan Du, Tianyuan Liu, Like Yang et al. · Physics of Fluids · 2022 · 68 citations

Model Optimization, Aeronautics, Engineering +14

Comparing deep learning models for multi energy vectors prediction on multiple types of building

Lei Gao, Tianyuan Liu, Tao Cao et al. · Applied Energy · 2021 · 57 citations

Engineering, Machine Learning, Data Science +8