2026. Physics-Informed Artificial Intelligence for Autonomous Scientific Discovery an Adaptive Framework for Data-Efficient Physical System Modeling. Journal of Content Validation. 2, 3 (Sep. 2026), 139–146. DOI:https://doi.org/10.53273/dkr0sd49.