A multiscale data-driven approach for bone tissue biomechanics
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Publication:2021168
DOI10.1016/j.cma.2020.113136zbMath1506.74209OpenAlexW3033003016MaRDI QIDQ2021168
Publication date: 26 April 2021
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
Full work available at URL: http://zaguan.unizar.es/record/102239
numerical simulationmultiscale analysisdata-driven approachcomputational biomechanicsexperimental bone tissue mechanics
Finite element methods applied to problems in solid mechanics (74S05) Finite element, Rayleigh-Ritz and Galerkin methods for boundary value problems involving PDEs (65N30) Biomechanical solid mechanics (74L15)
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Cites Work
- Unnamed Item
- Extended multiscale finite element method for mechanical analysis of heterogeneous materials
- The internet of things: a survey
- Multiscale simulation of particle-reinforced elastic-plastic adhesives at small strains
- Data-driven non-linear elasticity: constitutive manifold construction and problem discretization
- An unsupervised data completion method for physically-based data-driven models
- Model-free data-driven inelasticity
- Data driven computing with noisy material data sets
- A new reliability-based data-driven approach for noisy experimental data with physical constraints
- Data-based derivation of material response
- Network-based marketing: identifying likely adopters via consumer networks
- Data-driven computational mechanics
- A PGD-based multiscale formulation for non-linear solid mechanics under small deformations
- Micro-macro numerical modelling of bone regeneration in tissue engineering
- Coupled multi-scale cohesive modeling of failure in heterogeneous adhesives
- On multiscale FE analyses of heterogeneous structures: from homogenization to multigrid solvers
- Toward realization of computational homogenization in practice
- Multi‐scale constitutive modelling of heterogeneous materials with a gradient‐enhanced computational homogenization scheme
- A class of general algorithms for multi-scale analyses of heterogeneous media
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