@article{scipredictcanllmspredicttheoutcomesofsci, title = {SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?}, author = {Udari Madhushani Sehwag and Elaine Lau and Haniyeh Ehsani Oskouie and Shayan Shabihi and Erich Liang and Andrea Toledo and Guillermo Mangialardi and Sergio Fonrouge and Ed-Yeremai Hernandez Cardona and Paula Vergara and Utkarsh Tyagi and Chen Bo Calvin Zhang and Pavi Bhatter and Nicholas Johnson and Furong Huang and Ernesto Gabriel Hernandez Montoya and Bing Liu}, year = {2026}, eprint = {2604.10718}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.10718}, }