1 citations · 1 across the 1 of their papers we have counts for
2 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.LG2024★ 1 cited
Enriched Physics-informed Neural Networks for Dynamic Poisson-Nernst-Planck Systems
Xujia Huang, Fajie Wang, Benrong Zhang +1
This paper proposes a meshless deep learning algorithm, enriched physics-informed neural networks (EPINNs), to solve dynamic Poisson-Nernst-Planck (PNP) equations with strong coupl…