Ruizhi Chengze
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Architectures
(3)
Application Areas
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Science
(1)
Keywords
partial differential equation
(2)
spatiotemporal dynamics
(2)
coarse grid
(2)
numerical simulation
(2)
physics-informed learning
(2)
graph neural network
(1)
neural network
(1)
coarse mesh
(1)
neural correction
(1)
neural network correction
(1)
finite-difference stencils
(1)
equation residual
(1)
message passing
(1)
runge-kutta integrator
(1)
physics-informed neural network
(1)
long-term prediction
(1)
turbulent flow
(1)
convolutional filter
(1)
Papers
MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
ICML 2025
PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
ICLR 2025
P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
NeurIPS 2024