58 citations · 58 across the 3 of their papers we have counts for
5 papers
Self-learning locally-optimal hypertuning using maximum entropy, and comparison of machine learning approaches for estimating fatigue life in composite materials
Ismael Ben-Yelun, Miguel Diaz-Lago, Luis Saucedo-Mora +3
Applications of Structural Health Monitoring (SHM) combined with Machine Learning (ML) techniques enhance real-time performance tracking and increase structural integrity awareness…
Fully anisotropic finite strain viscoelasticity based on a reverse multiplicative decomposition and logarithmic strains
M. Latorre, F. J. Montans
In this paper we present a novel formulation for phenomenological anisotropic finite visco-hyperelasticity. The formulation is based on a multiplicative decomposition of the equili…
Thermodynamically consistent nonlinear viscoplastic formulation with well-conditioned recovery of the inviscid solution: Theory and implicit integration algorithm with exact solution for the linear case
Khanh Nguyen, Victor J. Amores, Francisco J. Montans
In this work, a consistent viscoplasticity formulation is derived from thermodynamical principles and employing the concept of continuum elastic corrector rate. The proposed model…
On the network orientational affinity assumption in polymers and the micro-macro connection through the chain stretch
Victor Jesus Amores, Khanh Nguyen, Francisco Javier Montans
We question the network affinity assumption in modeling chain orientations under polymer deformations, and the use of the stretch measure projected from the right Cauchy-Green defo…
A multiplicative finite strain crystal plasticity formulation based on additive elastic corrector rates: Theory and numerical implementation
Meijuan Zhang, K. Nguyen, Javier Segurado +1
The purpose of continuum plasticity models is to efficiently predict the behavior of structures beyond their elastic limits. The purpose of multiscale materials science models, amo…