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Notes on ai in science
3 notes
The Industrialization of Research ; On AI-Driven Science and Its Consequences
The text discusses the industrialization of research due to artificial intelligence (AI), referring to a shift from human-led research to an automated pipeline model. The author raises several questions about the…
Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System
The MEDA system is a new framework that uses large language models and symbolic regression to automatically discover ordinary differential equation (ODE) models for biological systems. The system retrieves background…
Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
The paper presents a pipeline for an autonomous research agent that can generate publication-grade manuscripts in the field of condensed matter physics. The agent is able to autonomously conceive a research direction…
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