@article{article, title = {{Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation}}, publisher = {{Association for Computing Machinery (ACM)}}, url = {{https://doi.org/10.1145/3845596 }}, year = {{2026}}, month = {{9}}, author = {{Eger S and Cao Y and D'Souza J and Geiger A and Greisinger C and Gross S and Hou Y and Krenn B and Lauscher A and Li Y and Lin C et al}}, doi = {{10.1145/3845596}}, journal = {{ACM Computing Surveys}}, note = {{Accessed on 2026/09/12}}}