01002nam a22002057a 4500952013100000999001700131040003700148082001300185100002900198245008800227260003500315300004000350500014800390500004100538500004100579502005900620546001200679650009800691942000700789 00104071aRIUbRIUd2025-08-24eRiphah International University l0o510 SHAp102941r2025-08-24 00:00:00t1w2025-08-24yTH c57811d57811 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Mah Noor ( 54160) aAdaptive deep learning for robust and scalable PDE solvers in complex environments  aIslamabadb(Unpublished)c2025 axvi , 107 p.b: ill.c; 30 cm.e+CD aSubmitted in partial fulfillment of the requirements for the degree of Master of Philosophy in Mathematics to the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 cTH