Xinquan Huang

2 papers · 2023–2026 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) 🌍 Conference Polyglot (2)

Conferences

AAAI (1) ICML (1)

Top co-authors

Jia Zhang (1) Xiaotian Gao (1) Tie-yan Liu (1) Qi Meng (1) Yue Wang (1) Wenlei Shi (1) Paris Perdikaris (1)

Keywords

partial differential equation (2) optimal control (1) physics-informed learning (1) neural solver (1) neural network solver (1) fluid dynamics (1) partial differential equation solver (1) physics-constrained learning (1) spatial-temporal decomposition (1) model architecture (1) neural network (1)

Papers

PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations AAAI 2026

NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition ICML 2023