DiffPDE: Masked Diffusion Language Models as PDE Solver
cs.AI
Submitted: 2026-08-31
Updated: 2026-08-31
Code: https://github.com/GU0vvx/DiffPDE
Terminology
Sources
- Message Passing Neural PDE Solvers
- Qwen2.5-Coder Technical Report
- AIDE: AI-Driven Exploration in the Space of Code
- Exploring the Potential of Diffusion Large Language Models in Code Generation
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
- DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators
- LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
- Dream-Coder 7B: An Open Diffusion Language Model for Code
- Qwen3 Technical Report
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