Published onJune 2, 2025Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer’s Diseasescientific-rigorsimulated-research-teamresearch-reproducibilityAlzheimer's-diseasestatistical-methodsLarge-Language-ModelsNACC-datasetautonomous-agents• Department of Biomedical Informatics, University of Utah