@article{fromknowledgetoreasoningevaluatingllms, title = {From Knowledge to Reasoning: Evaluating LLMs for Ionic Liquids Research in Chemical and Biological Engineering}, author = {Gaurab Sarkar and Sougata Saha}, year = {2025}, eprint = {2505.06964}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.06964v1}, }