Data-driven enhanced phase field models for highly accurate prediction of mode I and mode II fracture
type: Item
instance of: scholarly article
title: Data-driven enhanced phase field models for highly accurate prediction of mode I and mode II fracture
author: Xueling Luo
author: Jia-Yu Ye
author: Pu-Song Ma
author: L. W. Zhang
published in: Computer Methods in Applied Mechanics and Engineering
publication date: 2022-10-10T00:00:00Z
Mathematics Subject Classification ID: 74-10
Mathematics Subject Classification ID: 74A45
zbMATH DE Number: 7598927
zbMATH Keywords: fracture
zbMATH Keywords: phase field method
zbMATH Keywords: data-driven computational mechanics
zbMATH Keywords: physical-constrain
zbMATH Keywords: damage constitutives
zbMATH Keywords: degradation function
describes a project that uses: ABAQUS
describes a project that uses: MAP123-EPF
MaRDI profile type: Publication
full work available at URL: j.cma.2022.115535
OpenAlex ID: W4293735950
cites work: VI. The phenomena of rupture and flow in solids
cites work: Revisiting brittle fracture as an energy minimization problem
cites work: Numerical experiments in revisited brittle fracture
cites work: The variational approach to fracture
cites work: Thermodynamically consistent phase-field models of fracture: Variational principles and multi-field FE implementations
cites work: A phase-field description of dynamic brittle fracture
cites work: Phase field approximation of dynamic brittle fracture
cites work: A phase field model for rate-independent crack propagation: robust algorithmic implementation based on operator splits
cites work: Fracture phase field modeling of 3D stitched composite with optimized suture design
cites work: Damage evolution of polymer-matrix multiphase composites under coupled moisture effects
cites work: Approximation of functional depending on jumps by elliptic functional via t-convergence
cites work: High-accuracy phase-field models for brittle fracture based on a new family of degradation functions
cites work: On a fully three-dimensional finite-strain viscoelastic damage model: Formulation and computational aspects
cites work: A pseudo–elastic model for the Mullins effect in filled rubber
cites work: Parameter identification for phase-field modeling of fracture: a Bayesian approach with sampling-free update
cites work: Data-driven computational mechanics
cites work: Data-driven fracture mechanics
cites work: A multiscale data-driven approach for bone tissue biomechanics
cites work: MAP123: a data-driven approach to use 1D data for 3D nonlinear elastic materials modeling
cites work: MAP123-EPF: a mechanistic-based data-driven approach for numerical elastoplastic modeling at finite strain
cites work: Finite element solver for data-driven finite strain elasticity
cites work: Derivation of heterogeneous material laws via data-driven principal component expansions
cites work: Machine learning aided phase field method for fracture mechanics
cites work: A review on phase-field models of brittle fracture and a new fast hybrid formulation
cites work: An inverse method for determining elastic material properties and a material interface
cites work: A phase-field formulation for dynamic cohesive fracture
cites work: Q4840764
cites work: Fracture in tension-compression-asymmetry solids via phase field modeling
cites work: Algorithms for computation of stresses and elasticity moduli in terms of Seth-Hill's family of generalized strain tensors
cites work: Robust numerical analysis of homogeneous and non-homogeneous deformations
DOI: 10.1016/J.CMA.2022.115535
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description: scientific article; zbMATH DE number 7598927