A data-driven approach for modeling tension-compression asymmetric material behavior: numerical simulation and experiment
From MaRDI portal
Publication:2115577
DOI10.1007/s00466-021-02094-2OpenAlexW3205768255WikidataQ113326603 ScholiaQ113326603MaRDI QIDQ2115577
Shan Tang, Xu Guo, Jinhao Huang, Khalil l. Elkhodary, Hai Qiu, Hang Yang
Publication date: 17 March 2022
Published in: Computational Mechanics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s00466-021-02094-2
Related Items (1)
Uses Software
Cites Work
- Variational principles and the related bounding theorems for bi-modulus materials
- Orthotropic strain rate potential for the description of anisotropy in tension and compression of metals
- Data-driven problems in elasticity
- Regularized formulation of the variational brittle fracture with unilateral contact: numerical experiments
- Phase field modeling of fracture in nonlinearly elastic solids via energy decomposition
- Smart constitutive laws: inelastic homogenization through machine learning
- Fracture in tension-compression-asymmetry solids via phase field modeling
- MAP123: a data-driven approach to use 1D data for 3D nonlinear elastic materials modeling
- MAP123-EP: a mechanistic-based data-driven approach for numerical elastoplastic analysis
- A machine learning based plasticity model using proper orthogonal decomposition
- Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials
- A framework for data-driven analysis of materials under uncertainty: countering the curse of dimensionality
- Data driven computing with noisy material data sets
- Microstructural material database for self-consistent clustering analysis of elastoplastic strain softening materials
- Derivation of heterogeneous material laws via data-driven principal component expansions
- Continuum micro-mechanics of elastoplastic polycrystals
- Data-driven computational mechanics
- Orthotropic yield criteria for description of the anisotropy in tension and compression of sheet metals
- Orthotropic yield criterion for hexagonal closed packed metals
- Data-Driven Self-consistent Clustering Analysis of Heterogeneous Materials with Crystal Plasticity
- On constitutive macro-variables for heterogeneous solids at finite strain
- A theory of the yielding and plastic flow of anisotropic metals
- Soil mechanics and plastic analysis or limit design
This page was built for publication: A data-driven approach for modeling tension-compression asymmetric material behavior: numerical simulation and experiment
