Spectrally–Stabilised Physics–Informed Neural Networks for Micromechanical Property Prediction in Short-Fiber Additive Manufacturing: A Surrogate Modeling Framework with Polynomial Multiplicative Attention & Cyclic Spectral Scheduling

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Abdul Rahman Aravind, Ramoju Veera Bhadra Subrahman Raghavamsi

DOI: 10.2139/ssrn.6333521

Cited by: 0

References: 45

Fields of Study & Subjects

Model Reduction and Neural Networks Machine Learning in Materials Science Composite Material Mechanics

References 45