Hairun Xie

14 papers A* 1Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-Informed Chebyshev Polynomial Neural Operator for Parametric Partial Differential Equations.
CoRR
Biao Chen, Jing Wang, Hairun Xie, Qineng Wang, Shuai Zhang, Yifan Xia, Jifa Zhang
2025 J jnl
Advancing buffet onset prediction: a deep learning approach with enhanced interpretability for aerodynamic engineering.
Complex Intell. Syst.
Jing Wang, Wei Liu, Hairun Xie, Miao Zhang
2025 J jnl
FuncGenFoil: Airfoil Generation and Editing Model in Function Space.
CoRR
Jinouwen Zhang, Junjie Ren, Aobo Yang, Yan Lu, Lu Chen, Hairun Xie, Jing Wang, Miao Zhang, Wanli Ouyang, Shixiang Tang
2025 J jnl
LFR-PINO: A Layered Fourier Reduced Physics-Informed Neural Operator for Parametric PDEs.
CoRR
Jing Wang, Biao Chen, Hairun Xie, Rui Wang, Yifan Xia, Jifa Zhang, Hui Xu
2024 A* conf
AFBench: A Large-scale Benchmark for Airfoil Design.
NeurIPS
Jian Liu, Jianyu Wu, Hairun Xie, Guoqing Zhang, Jing Wang, Wei Liu, Wanli Ouyang, Junjun Jiang, Xianming Liu, Shixiang Tang, Miao Zhang
2024 J jnl
AFBench: A Large-scale Benchmark for Airfoil Design.
CoRR
Jian Liu, Jianyu Wu, Hairun Xie, Guoqing Zhang, Jing Wang, Wei Liu, Wanli Ouyang, Junjun Jiang, Xianming Liu, Shixiang Tang, Miao Zhang
2024 J jnl
DiffFluid: Plain Diffusion Models are Effective Predictors of Flow Dynamics.
CoRR
Dongyu Luo, Jianyu Wu, Jing Wang, Hairun Xie, Xiangyu Yue, Shixiang Tang
2024 J jnl
Evolutionary generative design of supercritical airfoils: an automated approach driven by small data.
Complex Intell. Syst.
Kebin Sun, Weituo Wang, Ran Cheng, Yu Liang, Hairun Xie, Jing Wang, Miao Zhang
2024 J jnl
Parametric generative schemes with geometric constraints for encoding and synthesizing airfoils.
Eng. Appl. Artif. Intell.
Hairun Xie, Jing Wang, Miao Zhang
2024 J jnl
Uncertainty involved drag divergence characteristic predicting method based on VAE.
J. Membr. Comput.
Wei Liu, Hairun Xie, Jing Wang, Jixin Xiang, Zenghui Huang, Miao Zhang
2023 J jnl
Knowledge-embedded meta-learning model for lift coefficient prediction of airfoils.
CoRR
Hairun Xie, Jing Wang, Miao Zhang
2023 J jnl
Knowledge-embedded meta-learning model for lift coefficient prediction of airfoils.
Expert Syst. Appl.
Hairun Xie, Jing Wang, Miao Zhang
2023 J jnl
Physics-Assisted Reduced-Order Modeling for Identifying Dominant Features of Transonic Buffet.
CoRR
Jing Wang, Hairun Xie, Miao Zhang, Hui Xu
2022 J jnl
Soft and Hard Constrained Parametric Generative Schemes for Encoding and Synthesizing Airfoils.
CoRR
Hairun Xie, Jing Wang, Miao Zhang