All Stories

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