Wang, Sifan

5 publications

ICLR 2025 CViT: Continuous Vision Transformer for Operator Learning Sifan Wang, Jacob H Seidman, Shyam Sankaran, Hanwen Wang, George J. Pappas, Paris Perdikaris

NeurIPS 2025 Gradient Alignment in Physics-Informed Neural Networks: A Second-Order Optimization Perspective Sifan Wang, Ananyae Kumar Bhartari, Bowen Li, Paris Perdikaris

ICLRW 2024 Ensemble Learning for Physics Informed Neural Networks: A Gradient Boosting Approach Zhiwei Fang, Sifan Wang, Paris Perdikaris

JMLR 2024 PirateNets: Physics-Informed Deep Learning with Residual Adaptive Networks Sifan Wang, Bowen Li, Yuhan Chen, Paris Perdikaris

ICML 2023 Mitigating Propagation Failures in Physics-Informed Neural Networks Using Retain-Resample-Release (r3) Sampling Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne