Ruizhi Chengze

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Hao Sun (3) Yi Zhang (3) Hongsheng Liu (3) Qi Wang (3) Zidong Wang (2) Ji-Rong Wen (2) Yang Liu (2) Wang Haoyun (1) Hao Zhou (1) Jian-Xun Wang (1)

Research topics

Keywords

physics-informed neural network (1) partial differential equation (1) physics-informed learning (1) spatiotemporal dynamics (1) coarse grid (1) turbulent flow (1) convolutional filter (1) neural network (1) numerical simulation (1) coarse mesh (1) neural correction (1)

Papers

PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems ICLR 2025

MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation ICML 2025

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NIPS 2024