Abstract: Physics-informed neural networks (PINNs) offer a flexible framework for solving differential equations using physical constraints and data. This study focuses on second-order ...
This project presents a comparative study of beam deflection analysis using three methods: an Analytical Solution via direct integration, the Finite Element Method (FEM), and a Physics-Informed Neural ...
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