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Predicting temperature and strain-rate effects in recycled polymer blends using an efficient hybrid FEM-NN constitutive model
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Full-field experimental characterization and 3D-to-shell model transformation of plastic films for packaging applications
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- Journal Article
- A1
- open access
Hybrid FEM-NN modeling of rate-dependent polymer mechanics across glass transition
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Integrating neural networks and constitutive material modeling for recycled polymer blend mechanics
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- Journal Article
- A1
- open access
Untapped potential of recycled thermoplastic blends in UD composites via finite element analysis
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- Journal Article
- A1
- open access
Predicting mechanical responses in polymer blends with unintended polymer fractions using an efficient neural network-based constitutive material model
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Investigating local nonlinearities in 3D printed thermoplastic lattice structures : the role of thermomechanical characterization of polymers
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- Conference Paper
- C1
- open access
Challenges and solutions to assess the real true stress–true strain response of pure and recycled polymers under large strains
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- Conference Paper
- C1
- open access
A physical-informed FE-NN methodology for predicting highly nonlinear thermomechanical response of thermoset and thermoplastic polymers
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Advanced characterization and thermomechanical modeling of PP/PE blends for innovations in recycled composites