arXiv:2502.03963 [cs.LG]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords solving partial differential equations, active learning-driven physics-informed neural networks, efficient sample selection, utilizes monte carlo dropout Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset