LLM-SR
github.com/deep-symbolic-mathematics/llm-srScientific equation discovery and symbolic regression using LLMs, combining code generation with evolutionary search (ICLR 2025 Oral)
Sourced from
- GitHub — github.com/deep-symbolic-mathematics/llm-sr
- Awesome AI for Science — github.com/deep-symbolic-mathematics/llm-sr
Related resources
Parallel symbolic regression network evaluating millions of expressions on GPU with automated subtree reuse, Nature Computational Science cover article (MIT, 2026)
High-performance symbolic regression for discovering interpretable scientific equations from data, multi-population evolutionary search with Python/Julia backend, widely used in physics and astronomy (Cambridge, NeurIPS 2023)
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102 executable tasks from 44 peer-reviewed papers across 4 disciplines with containerized evaluation
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