Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation

A comprehensive survey examines how large multimodal language models are transforming scientific research across five key areas: literature search, idea generation, content creation, multimodal artifact production, and peer review evaluation. The research highlights both the potential for AI-assisted scientific discovery and the ethical concerns regarding research integrity and misuse of generative models.