3 papers
cs.LG2026
MTL-FNO: A Lightweight Multi-Task Fourier Neural Operator for Sparse Field Reconstruction
Siyu Ye, Shihang Li, Zhiqiang Gong +4
Efficient onboard multi-field sparse reconstruction is essential for the autonomous operation of aerospace vehicles. While existing deep learning models exhibit promise for single-…
cs.CV2025
SynergyWarpNet: Attention-Guided Cooperative Warping for Neural Portrait Animation
Shihang Li, Zhiqiang Gong, Minming Ye +2
Recent advances in neural portrait animation have demonstrated remarked potential for applications in virtual avatars, telepresence, and digital content creation. However, traditio…
physics.flu-dyn2025
A novel hybrid neural network of fluid-structure interaction prediction for two cylinders in tandem arrangement
Yanfang Lyu, Yunyang Zhang, Zhiqiang Gong +3
Deep learning has shown promise in improving computing efficiency while ensuring modeling accuracy in fluid-structure interaction (FSI) analysis. However, its current capabilities…