Research Explorer

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Researcher

Ninghan Tang

Awards & Distinctions

3 Results

2025

Predicting mechanical responses in polymer blends with unintended polymer fractions using an efficient neural network-based constitutive material model

Ninghan TangPei HaoJuan Miguel TiscarFrancisco A. Gilabert

U Journal Article in Polymers

2024

A physical-informed FE-NN methodology for predicting highly nonlinear thermomechanical response of thermoset and thermoplastic polymers

Ninghan TangPei HaoFrancisco A. Gilabert

2023

Design of high-performance composites via 'self-constructible finite element material library' driven by reinforcement-based machine learning

Ninghan TangPei HaoFrancisco Antonio Gilabert Villegas