An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

A virtual environment for developing and evaluating automated scientific discovery agents.

[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models

Source code for <Large language models surpass human experts in predicting neuroscience results>

This is the official repository for HypoGeniC (Hypothesis Generation in Context) and HypoRefine, which are automated, data-driven tools that leverage large language models to generate hypothesis for open-domain research. For more details, please see the original paper using the link below.

[ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models

[preprint] PiFlow: Principle-aware Scientific Discovery with Multi-Agent Collaboration

Official implementation of the paper "CHIMERA: A Knowledge Base of Idea Recombination in Scientific Literature"

How do you train retrievers to find inspirations? [ACL 2025]

Hominiter is an educational science blog that combines innovative technology with engaging content to immerse high school students in the captivating world of bionics and scientific discovery.

A comprehensive research platform for Physics-Informed Neural Networks (PINNs) featuring 10+ applications including forward/inverse problems, data assimilation, and scientific discovery with interactive web interface.

Source code for <Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies>

Automated Scientific Discovery

EvoEquation: An AlphaEvolve-inspired project using evolutionary symbolic regression to automatically discover mathematical laws governing global carbon intensity from real-world energy data.

🤖 A curated list of awesome resources on AI agents for Science.

Awake Aerospace

"The Universal Law of Coherent Evolution (ERS Framework & PEF Equation) - Demonstrating the inherent generative principles of reality, from pattern formation to consciousness."