00811nam a22001697a 4500040003700000082001300037100002900050245008800079260003500167300004000202500014800242500004100390500004100431502005900472546001200531650009800543  cRiphah International University   a510bSHA  aShamsa Mah Noor ( 54160)  aAdaptive deep learning for robust and scalable PDE solvers in complex environments   aIslamabadb(Unpublished)c2025  axvi , 107 p.b: ill.c; 30 cm.e+CD  aSubmitted in partial fulfillment of the requirements for the degree of Master of Philosophy in Mathematics to the Department of Basic Sciences.  aIncludes bibliographical references.  aThesis supervisor: Dr. Ambreen Bano   aThesis (M.Phil)--Riphah International University, 2025  aEnglish  aMathematise vKise of machine learning vNeural operators vHybrid methods vPINNsvDBSvFEAS