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P. Puvaneswari

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Conference Jul 2026

A PINN-based Approach for Solving the 1D Diffusion Equation in Stokes’ Second Problem

In this study, a Physics-Informed Neural Network (PINN) is proposed for solving the one-dimensional diffusion equation under the oscillatory sine boundary condition. The PINN method differs from other numerical techniques that consume substantial computational power and require mesh construction since the physical equa...

Venkata Koushal Challapalli, P. Puvaneswari · 0 citations

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