arXiv:2506.14792 [math.NA]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords spectral pde solvers, fast automated adjoints, approach enables researchers, approach enables users, symbolic graph representations Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset