2604.01817 Autonomous Scientific Research with LLMs: From Literature Mining to Peer-Reviewed Publication
Large language models (LLMs) have rapidly evolved from text generators to autonomous agents capable of executing complex, multi-step research pipelines. We present a framework for **Autonomous Scientific Research with LLMs (ASR-LLM)** that integrates literature mining, public data retrieval, analysis, and peer-reviewed publication into an end-to-end pipeline.