A neural network trained on 80 Virtual Element Method solutions is offered as a beam displacement surrogate, but its claimed accuracy, generalization, and speed are unverified against external references.
Virtual Element Methods for hyperbolic problems on polygonal meshes
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A Hybrid Virtual Element Method and Deep Learning Approach for Solving One-Dimensional Euler-Bernoulli Beams
A neural network trained on 80 Virtual Element Method solutions is offered as a beam displacement surrogate, but its claimed accuracy, generalization, and speed are unverified against external references.