A topological method defines local entanglements via Gaussian Linking Number, locates force centers, and distills CGMD polymer networks into efficient discrete network models reproducing virial stress predictions.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
Polyconvexity implies true-stress-true-strain monotonicity in incompressible isotropic hyperelasticity, which is enforced in four PANN architectures that show varying extrapolation behavior on experimental data.
citing papers explorer
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Physically-Motivated Primitive Path Analysis of Entangled Polymer Networks
A topological method defines local entanglements via Gaussian Linking Number, locates force centers, and distills CGMD polymer networks into efficient discrete network models reproducing virial stress predictions.
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Concurrent enforcement of polyconvexity and true-stress-true-strain monotonicity in incompressible isotropic hyperelasticity: application to neural network constitutive models
Polyconvexity implies true-stress-true-strain monotonicity in incompressible isotropic hyperelasticity, which is enforced in four PANN architectures that show varying extrapolation behavior on experimental data.