3 papers
math.NA2026
Data-driven material identification in micromorphic continua
Jacinto Ulloa, Laurent Stainier
We introduce a data-driven framework for identifying material behavior from full-field kinematics and external force measurements in generalized (micromorphic) continua. The aim is…
physics.app-ph2025
Tensegrity structures and data-driven analysis for 3d cell mechanics
Ziran Zhou, Jacinto Ulloa, Guruswami Ravichandran +1
The cytoskeleton (CSK) plays an important role in many cell functions. Given the similarities between the mechanical behavior of tensegrity structures and the CSK, many studies hav…
math.NA2025
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…