@article{transformingsciencewithlargelanguage, title = {Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation}, author = {Steffen Eger and Yong Cao and Jennifer D'Souza and Andreas Geiger and Christian Greisinger and Stephanie Gross and Yufang Hou and Brigitte Krenn and Anne Lauscher and Yizhi Li and Chenghua Lin and Nafise Sadat Moosavi and Wei Zhao and Tristan Miller}, year = {2025}, eprint = {2502.05151}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.05151v2}, }