All Stories

  1. Discovering neural cohesive zone laws from displacement fields
  2. Higher ‐Order Elastic and Thermal Stress Coefficients of β ‐HMX for High‐Fidelity Continuum Models: A Neural Network Guide to Calibrating Thermoelasticity Data From Molecular Dynamics
  3. Analytical solutions for Cook’s membrane inferred by open-source learning algorithms: A critical assessment of the expressivity-complexity trade-off
  4. Geometric learning for computational mechanics Part IV: Efficient mesh-based plasticity from a domain-specific foundation model
  5. Mixing Data‐Driven and Physics‐Based Constitutive Models Using Uncertainty‐Driven Phase Fields
  6. Discovering neural elastoplasticity from kinematic observations
  7. Coupled thermo-hydro-mechanical analysis of multi-stage artificial ground freezing for tunneling. A case study for sequential versus simultaneous freezing
  8. Modified Effective Stress Theory for Rate‐Dependent Frozen Soil With Phase Transitions From Pre‐Melting Thin Film to Composite
  9. Anisotropy of the fracture toughness in β-HMX crystals: A computational study
  10. HYDRA: Symbolic feature engineering of overparameterized Eulerian hyperelasticity models for fast inference time
  11. Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions
  12. Discovery of Symbolic Hyperelasticity Models for Anisotropic Solids Beyond Linear Combinations
  13. Topology optimization with graph neural network enabled regularized thresholding
  14. Synthesizing realistic sand assemblies with denoising diffusion in latent space
  15. Physics‐constrained symbolic model discovery for polyconvex incompressible hyperelastic materials
  16. Prediction of yield surface of single crystal copper from discrete dislocation dynamics and geometric learning
  17. A MPM Lagrangian‐Eulerian hydrocode for simulating buried explosions in transversely isotropic geomaterials
  18. Phase‐field model for ductile fracture in the stress resultant geometrically exact shell
  19. Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions
  20. Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria
  21. Prediction of effective elastic moduli of rocks using Graph Neural Networks
  22. A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials
  23. A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures
  24. Geometric learning for computational mechanics, Part III: Physics-constrained response surface of geometrically nonlinear shells
  25. A publicly available PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity
  26. Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties
  27. Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
  28. Distance-preserving manifold denoising for data-driven mechanics
  29. Domain partitioning material point method for simulating shock in polycrystalline energetic materials
  30. Geometric learning for computational mechanics Part II: Graph embedding for interpretable multiscale plasticity
  31. EQUIVARIANT GEOMETRIC LEARNING FOR DIGITAL ROCK PHYSICS: ESTIMATING FORMATION FACTOR AND EFFECTIVE PERMEABILITY TENSORS FROM MORSE GRAPH
  32. Geometric prior of multi-resolution yielding manifolds and the local closest point projection for nearly non-smooth plasticity
  33. Manifold embedding data-driven mechanics
  34. Featured Cover
  35. Freezing‐induced stiffness and strength anisotropy in freezing clayey soil: Theory, numerical modeling, and experimental validation
  36. Multi‐phase‐field microporomechanics model for simulating ice‐lens growth in frozen soil
  37. Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning
  38. Molecular dynamics inferred transfer learning models for finite‐strain hyperelasticity of monoclinic crystals: Sobolev training and validations against physical constraints
  39. A finite micro-rotation material point method for micropolar solid and fluid dynamics with three-dimensional evolving contacts and free surfaces
  40. Asynchronous phase field fracture model for porous media with thermally non-equilibrated constituents
  41. Atomistic-model informed pressure-sensitive crystal plasticity for crystalline HMX
  42. Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation
  43. DP-MPM: Domain partitioning material point method for evolving multi-body thermal–mechanical contacts during dynamic fracture and fragmentation
  44. Component-based machine learning paradigm for discovering rate-dependent and pressure-sensitive level-set plasticity models
  45. A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data
  46. A new finite element level set reinitialization method based on the shifted boundary method
  47. DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions
  48. Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening
  49. Phase field modeling of frictional slip with slip weakening/strengthening under non-isothermal conditions
  50. An offline multi‐scale unsaturated poromechanics model enabled by self‐designed/self‐improved neural networks
  51. A reduced-dimensional explicit discrete element solver for simulating granular mixing problems
  52. An immersed phase field fracture model for microporomechanics with Darcy–Stokes flow
  53. A non-cooperative meta-modeling game for automated third-party calibrating, validating and falsifying constitutive laws with parallelized adversarial attacks
  54. Phase field modeling of coupled crystal plasticity and deformation twinning in polycrystals with monolithic and splitting solvers
  55. Shear Wave Splitting and Polarization in Anisotropic Fluid-Infiltrating Porous Media: A Numerical Study
  56. Geometric deep learning for computational mechanics Part I: anisotropic hyperelasticity
  57. A phase field model for cohesive fracture in micropolar continua
  58. Computational thermomechanics for crystalline rock. Part II: Chemo-damage-plasticity and healing in strongly anisotropic polycrystals
  59. ILS-MPM: An implicit level-set-based material point method for frictional particulate contact mechanics of deformable particles
  60. SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
  61. FFT-based solver for higher-order and multi-phase-field fracture models applied to strongly anisotropic brittle materials
  62. An Integrated Multiscale Experimental-Numerical Analysis on Reconsolidation of Salt-Clay Mixture for Disposal of Heat-Generating Waste (Final NEUP Technical Report)
  63. Shift boundary material point method: an image-to-simulation workflow for solids of complex geometries undergoing large deformation
  64. A phase field framework for capillary-induced fracture in unsaturated porous media: Drying-induced vs. hydraulic cracking
  65. An immersed phase field fracture model in fluid-infiltrating porous media with evolving Beavers-Joseph-Saffman condition
  66. An integrated multiscale experimental-numerical analysis on reconsolidation of salt-clay mixture for disposal of heat-generating waste. Final report
  67. A configurational force for adaptive re-meshing of gradient-enhanced poromechanics problems with history-dependent variables
  68. A micromorphically regularized Cam-clay model for capturing size-dependent anisotropy of geomaterials
  69. A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation
  70. Meta-modeling game for deriving theory-consistent, microstructure-based traction–separation laws via deep reinforcement learning
  71. Circumventing mesh bias by r- and h-adaptive techniques for variational eigenfracture
  72. An updated Lagrangian LBM–DEM–FEM coupling model for dual-permeability fissured porous media with embedded discontinuities
  73. AN OPEN-SOURCE FENICS IMPLEMENTATION OF A PHASE FIELD FRACTURE MODEL FOR MICROPOLAR CONTINUA
  74. A mixed-mode phase field fracture model in anisotropic rocks with consistent kinematics
  75. Discrete element simulations of powder-bed sintering-based additive manufacturing
  76. Computational thermomechanics of crystalline rock, Part I: A combined multi-phase-field/crystal plasticity approach for single crystal simulations
  77. Open-source support toward validating and falsifying discrete mechanics models using synthetic granular materials—Part I: Experimental tests with particles manufactured by a 3D printer
  78. Coupled flow network and discrete element modeling of injection-induced crack propagation and coalescence in brittle rock
  79. A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning
  80. Cracking and damage from crystallization in pores: Coupled chemo-hydro-mechanics and phase-field modeling
  81. Prediction of permeability and formation factor of sandstone with hybrid lattice Boltzmann/finite element simulation on microtomographic images
  82. Coupled phase-field and plasticity modeling of geological materials: From brittle fracture to ductile flow
  83. A Multi-Phase-Field Anisotropic Damage-Plasticity Model for Crystalline Rocks
  84. AN ADAPTIVE REDUCED-DIMENSIONAL DISCRETE ELEMENT MODEL FOR DYNAMIC RESPONSES OF GRANULAR MATERIALS WITH HIGH-FREQUENCY NOISES
  85. PREFACE: MULTISCALE COMPUTATIONAL ANALYSIS OF COMPLEX MATERIALS
  86. Capturing the two‐way hydromechanical coupling effect on fluid‐driven fracture in a dual‐graph lattice beam model
  87. Effects of spatial heterogeneity and material anisotropy on the fracture pattern and macroscopic effective toughness of Mancos Shale in Brazilian tests
  88. Data-Driven Discrete-Continuum Method for Partially Saturated Micro-Polar Porous Media
  89. A hierarchical sequential ALE poromechanics model for tire‐soil‐water interaction on fluid‐infiltrated roads
  90. A unified variational eigen-erosion framework for interacting brittle fractures and compaction bands in fluid-infiltrating porous media
  91. Computational thermo-hydro-mechanics for multiphase freezing and thawing porous media in the finite deformation range
  92. Anisotropy of a Tensorial Bishop’s Coefficient for Wetted Granular Materials
  93. Mixed Arlequin method for multiscale poromechanics problems
  94. A SURROGATE MODELING APPROACH FOR ADDITIVE-MANUFACTURED MATERIALS
  95. A semi-implicit discrete-continuum coupling method for porous media based on the effective stress principle at finite strain
  96. Micropolar effect on the cataclastic flow and brittle‐ductile transition in high‐porosity rocks
  97. Multiscale analysis of shear failure of thick-walled hollow cylinder in dry sand
  98. Wave propagation and strain localization in a fully saturated softening porous medium under the non‐isothermal conditions
  99. A SEMI-IMPLICIT MICROPLAR DISCRETE-TO-CONTINUUM METHOD FOR GRANULAR MATERIALS
  100. ALBANY: USING COMPONENT-BASED DESIGN TO DEVELOP A FLEXIBLE, GENERIC MULTIPHYSICS ANALYSIS CODE
  101. PREFACE: COMPUTATIONAL POROMECHANICS
  102. IDENTIFYING MATERIAL PARAMETERS FOR A MICRO-POLAR PLASTICITY MODEL VIA X-RAY MICRO-COMPUTED TOMOGRAPHIC (CT) IMAGES: LESSONS LEARNED FROM THE CURVE-FITTING EXERCISES
  103. A multiscale study of inherent anisotropy and strain localization in granular soils
  104. A nonlocal multiscale discrete-continuum model for predicting mechanical behavior of granular materials
  105. Determining Material Parameters for Critical State Plasticity Models Based on Multilevel Extended Digital Database
  106. Stress-induced anisotropy in granular materials: fabric, stiffness, and permeability
  107. A stabilized finite element formulation for monolithic thermo‐hydro‐mechanical simulations at finite strain
  108. Erratum to: A multiscale overlapped coupling formulation for large-deformation strain localization
  109. Finite Element Analysis of Hydro-Mechanical Coupling Effects on Shear Failures of Fully Saturated Collapsible Geomaterials
  110. A multiscale overlapped coupling formulation for large-deformation strain localization
  111. Modeling the hydro-mechanical responses of strip and circular punch loadings on water-saturated collapsible geomaterials
  112. Lie-group interpolation and variational recovery for internal variables
  113. A multiscale DEM-LBM analysis on permeability evolutions inside a dilatant shear band
  114. A stabilized assumed deformation gradient finite element formulation for strongly coupled poromechanical simulations at finite strain
  115. A unified method to predict diffuse and localized instabilities in sands
  116. Multiscale method for characterization of porous microstructures and their impact on macroscopic effective permeability
  117. Connecting microstructural attributes and permeability from 3D tomographic images of in situ shear-enhanced compaction bands using multiscale computations
  118. DIFFUSE BIFURCATIONS OF POROUS MEDIA UNDER PARTIALLY DRAINED CONDITIONS
  119. Capturing the effective permeability of field compaction band using hybrid lattice Boltzmann/Finite element simulations
  120. In Situ Permeability Measurements inside Compaction Bands Using X‐Ray CT and Lattice Boltzmann Calculations
  121. Coseismic sediment deformation during the 1989 Loma Prieta earthquake
  122. Estimating inelastic sediment deformation from local site response simulations