Securing Images with Cryptography: A Mathematical Perspective and Numerical Solutions of Differential Equations Using PINNs

Department of Mathematics’ session on “Securing Images with Cryptography: A Mathematical Perspective” and “Numerical Solutions of Differential Equations Using PINNs”, led by Dr. Muhammad Tanveer Hussain, Imrana Shafique, and Dr. Muhammad Naeem Aslam, explored how mathematical structures underpin modern image security and how physics-informed neural networks are reshaping the way differential equations are solved.

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