A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data
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Publication:2237269
DOI10.1016/j.cma.2021.113868zbMath1506.74001arXiv2012.00165OpenAlexW3110228806MaRDI QIDQ2237269
Publication date: 27 October 2021
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2012.00165
Fluid-solid interactions (including aero- and hydro-elasticity, porosity, etc.) (74F10) Mathematical modeling or simulation for problems pertaining to mechanics of deformable solids (74-10)
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Uses Software
Cites Work
- annoy
- Inf-sup conditions for twofold saddle point problems
- Stability and convergence of sequential methods for coupled flow and geomechanics: fixed-stress and fixed-strain splits
- Stabilized low-order finite elements for frictional contact with the extended finite element method
- Data-driven non-linear elasticity: constitutive manifold construction and problem discretization
- A phase-field description of dynamic brittle fracture
- On the application of the Arlequin method to the coupling of particle and continuum models
- A new mixed formulation for elasticity
- One-step and linear multistep methods for nonlinear consolidation
- Worst-case analysis for region and partial region searches in multidimensional binary search trees and balanced quad trees
- On the theory of fourth-order tensors and their applications in computational mechanics
- A stabilized nodally integrated meshfree formulation for fully coupled hydro-mechanical analysis of fluid-saturated porous media
- A survey of parametrized variational principles and applications to computational mechanics
- A mathematical framework for finite strain elastoplastic consolidation. I: Balance laws, variational formulation, and linearization
- An updated Lagrangian LBM-DEM-FEM coupling model for dual-permeability fissured porous media with embedded discontinuities
- A micromorphically regularized Cam-Clay model for capturing size-dependent anisotropy of geomaterials
- Model-free data-driven computational mechanics enhanced by tensor voting
- A non-cooperative meta-modeling game for automated third-party calibrating, validating and falsifying constitutive laws with parallelized adversarial attacks
- Data-driven fracture mechanics
- A phase-field model of fracture with frictionless contact and random fracture properties: application to thin-film fracture and soil desiccation
- A configurational force for adaptive re-meshing of gradient-enhanced poromechanics problems with history-dependent variables
- Variational framework for distance-minimizing method in data-driven computational mechanics
- A framework for data-driven structural analysis in general elasticity based on nonlinear optimization: the static case
- Mixed stress-displacement isogeometric collocation for nearly incompressible elasticity and elastoplasticity
- A unified variational eigen-erosion framework for interacting brittle fractures and compaction bands in fluid-infiltrating porous media
- Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials
- A physics-constrained data-driven approach based on locally convex reconstruction for noisy database
- \(\mathrm{SO}(3)\)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
- Computational thermo-hydro-mechanics for multiphase freezing and thawing porous media in the finite deformation range
- FFT-based solver for higher-order and multi-phase-field fracture models applied to strongly anisotropic brittle materials
- Data-based derivation of material response
- A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning
- Fast calculation of interaction tensors in clustering-based homogenization
- Aspects of finite element formulations for the coupled problem of poroelasticity based on a canonical minimization principle
- Mixed-integer programming formulation of a data-driven solver in computational elasticity
- Finite element analysis of poro-elastic consolidation in porous media: standard and mixed approaches
- Application of a three-dimensional poroelastic BEM to modeling the biphasic mechanics of cell-matrix interactions in articular cartilage
- Data-driven computational mechanics
- A semi-implicit discrete-continuum coupling method for porous media based on the effective stress principle at finite strain
- Poromechanics of freezing materials
- Stabilized low-order finite elements for coupled solid-deformation/fluid-diffusion and their application to fault zone transients
- Mechanics of Hydraulic Fractures
- Plasticity
- Multiscale method for characterization of porous microstructures and their impact on macroscopic effective permeability
- A stabilized finite element formulation for monolithic thermo-hydro-mechanical simulations at finite strain
- Capturing strain localization in dense sands with random density
- EIGENTENSORS OF LINEAR ANISOTROPIC ELASTIC MATERIALS
- A stable Lagrange multiplier space for stiff interface conditions within the extended finite element method
- Efficient algorithms for substring near neighbor problem
- Multidimensional binary search trees used for associative searching
- An Algorithm for Finding Best Matches in Logarithmic Expected Time
- Optimal Hashing-based Time-Space Trade-offs for Approximate Near Neighbors
- Semidiscrete formulations for transient transport at small time steps
- A COMPARISON OF THE THREE-DIMENSIONAL CONSOLIDATION THEORIES OF BIOT AND TERZAGHI
- Partitioned analysis of coupled mechanical systems
- Computational micro-macro material testing
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