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Technical notes, worked examples, and supplementary materials from our research on data-driven constitutive modeling — released progressively alongside ongoing work and publications.

Tensor Decomposition Technical Note
Mathematical Principles of Non-negative CP Decomposition
A self-contained technical note deriving the mathematical principles of non-negative CP (CANDECOMP/PARAFAC) tensor decomposition, including the underlying optimization formulation and worked numerical examples — the methodological foundation behind our tensor-based dynamic flow stress modeling framework.
Jul 2026  ·  PDF
PDF

More technical notes, datasets, and supplementary materials accompanying our journal publications will be added here over time.