All Stories

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