output
20092025
most citedThermodynamics-based Artificial Neural Networks for constitutive modeling

421 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2024 · math.NAShow all

2 papers · 2 filters

math.NA2024

Sparse approximations for contact mechanics

Kiran Sagar Kollepara, José V. Aguado, Yves Le Guennec +2

Low-rank model order reduction strategies for contact mechanics show limited dimensionality reduction due to linear inseparability of contact pressure field. Therefore, a dictionar…

math.NA2024★ 18 cited

Data-driven micromorphic mechanics for materials with strain localization

Jacinto Ulloa, Laurent Stainier, Michael Ortiz +1

This paper explores the role of generalized continuum mechanics, and the feasibility of model-free data-driven computing approaches thereof, in solids undergoing failure by strain…