论文
[1] Chen, X., Zhao, X. Gong, Z., Zhang，J., Chen, X., Yao, W., (2021) A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout, Science China-Physics, Mechanics & Astronomy.
[2] Chen, X., Chen, X., Zhou, W., Zhang, J., Yao, W.,(2021). The heat source layout optimization using deep learning surrogate modeling. Structural and Multidisciplinary Optimization.
[3] Zhao., X, Gong, Z., Zhang, J., Yao, W., Chen, X., (2021). A surrogate model with data augmentation and deep transfer learning for temperature field prediction of heat source layout. Structural and Multidisciplinary Optimization.(to appear)