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Francesco Scipione

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#machine learning Preprint Sep 2026

Constitutive State-Space Modeling of Path-Dependent Plasticity: A Resolution-Consistent and Parallelizable Computational Framework

A Constitutive State Space (CSS) model is introduced that reformulates structured state-space dynamics as an incremental constitutive operator and establishes mechanics-tailored structured state-space dynamics as a computational framework for efficient and discretization-robust data-driven constitutive modeling.

Rui Barreira, Taylan Soydan, Francesco Scipione et al. · 0 citations

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