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Finite-Element-based Methodology for Training Neural Network Surrogate Models
Comparison between FEM and predicted FE-PINN solutions for x-displacement, ux and y-displacement, uy.
Invention Summary:
The finite element method (FEM) has emerged as a powerful technique for modeling physical problems in various disciplines. Such models can be very accurate and fully interpretable, but usually have relatively larger computational...
Published: 4/17/2024
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Inventor(s): Ryan Sills
Keywords(s):
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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