@article{chen_hsld,
    Author = {Xianqi Chen and Xiaoyu Zhao and Zhiqiang Gong  and Jun Zhang and Xiaoqian Chen and Wen Yao},
    Title = {A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout},
    Journal = {Science China-Physics, Mechanics & Astronomy},
    Year = {2021}
}
        

@article{zhao2021,
    Author = {Xiaoyu Zhao and Zhiqiang Gong and Jun Zhang and Wen Yao and Xiaoqian Chen},
    Title = {A surrogate model with data augmentation and deep transfer learning for temperature field prediction of heat source layout},
    Journal = {Structural and Multidisciplinary Optimization},
    Year = {2021}
}
        

@article{gong_tfrd,
    Author = {Xiaoqian Chen and Zhiqiang Gong and Xiaoyu Zhao and Weien Zhou and Wen Yao},
    Title = {A Machine Learning Modelling Benchmark for Temperature Field Reconstruction of Heat-Source Systems},
    Journal = {arXiv preprint arXiv:2108.08298},
    Year = {2021}
}
        

@article{gong_pirl,
    Author = {Zhiqiang Gong and Weien Zhou and Jun Zhang and Wei Peng and Wen Yao},
    Title = {Physics-Informed Deep Reversible Regression Model for Temperature Field Reconstruction of Heat-Source Systems},
    Journal = {arXiv preprint arXiv:2106.11929},
    Year = {2021}
}