Maryam Bibi; Muhammad Alamgir; Muhammad Adeel Mannan; Muhammad Yousuf Raza; Sunbal Shahbaz. UNRAVELING THE OPTIMIZATION LANDSCAPE AND TRAINING DYNAMICS OF NEURAL NETWORK SOLVERS FOR PARTIAL DIFFERENTIAL EQUATIONS. PRJ 2025, 3, 325-348.