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

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

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

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

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

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]

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>

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

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.

Automated Scientific Discovery

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

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

Awake Aerospace

🌊 Explore pi-Flow, a PyTorch implementation for policy-based flow models that enhance few-step generation through imitation distillation.