
WaiChing Sun
Visiting Professor
Civil and Environmental Engineering
Bio
Professor Sun is currently visiting Stanford during the 2022-2023 academic year. He is an associate professor of civil engineering and engineering mechanics at Columbia University. He obtained his B.S. from UC Davis (2005); M.S. in civil engineering (geomechanics) from Stanford (2007); M.A. degree from Princeton (2008); and Ph.D. in theoretical and applied mechanics from Northwestern (2011). From 2011-2014, he worked in the mechanics of materials department at Sandia National Laboratories (Livermore, CA), first as a postdoc, then promoted to the rank of a senior member of technical staff in 2013. Sun's recent research interest is in high-precision machine learning and data-driven natural and man-made materials modeling. Dr. Sun has published over 70 journal articles. His research has been recognized by several awards across the globe, including the John Argyris Award from IACM, Leonard de Vinci Award from ASCE EMI, Zienkiewicz Numerical Methods in Engineering Prize, among others.
Academic Appointments
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Visiting Associate Professor, Civil and Environmental Engineering
2022-23 Courses
- Geometric deep learning for data-driven solid mechanics
CEE 316 (Win) - Geotechnical Engineering
CEE 101C (Aut)
All Publications
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Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
COMPUTATIONAL MECHANICS
2023
View details for DOI 10.1007/s00466-023-02335-6
View details for Web of Science ID 000986324200001
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Distance-preserving manifold denoising for data-driven mechanics
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2023; 405
View details for DOI 10.1016/j.cma.2022.115857
View details for Web of Science ID 000925345600001
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Geometric learning for computational mechanics Part II: Graph embedding for interpretable multiscale plasticity
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2023; 404
View details for DOI 10.1016/j.cma.2022.115768
View details for Web of Science ID 000911691000001
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Domain partitioning material point method for simulating shock in polycrystalline energetic materials
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2023; 404
View details for DOI 10.1016/j.cma.2022.115815
View details for Web of Science ID 000911657300001
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Geometric prior of multi-resolution yielding manifolds and the local closest point projection for nearly non-smooth plasticity
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2022; 400
View details for DOI 10.1016/j.cma.2022.115469
View details for Web of Science ID 000862754300003
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Manifold embedding data-driven mechanics
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
2022; 166
View details for DOI 10.1016/j.jmps.2022.104927
View details for Web of Science ID 000812223100002
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Freezing-induced stiffness and strength anisotropy in freezing clayey soil: Theory, numerical modeling, and experimental validation
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
2022; 46 (11): 2087-2114
View details for DOI 10.1002/nag.3380
View details for Web of Science ID 000811579400001
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Multi-phase-field microporomechanics model for simulating ice-lens growth in frozen soil
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
2022; 46 (12): 2307-2336
View details for DOI 10.1002/nag.3408
View details for Web of Science ID 000805082000001
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Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning
SCIENTIFIC REPORTS
2022; 12 (1): 9034
Abstract
For material modeling and discovery, synthetic microstructures play a critical role as digital twins. They provide stochastic samples upon which direct numerical simulations can be conducted to populate material databases. A large ensemble of simulation data on synthetic microstructures may provide supplemental data to inform and refine macroscopic material models, which might not be feasible from physical experiments alone. However, synthesizing realistic microstructures with realistic microstructural attributes is highly challenging. Thus, it is often oversimplified via rough approximations that may yield an inaccurate representation of the physical world. Here, we propose a novel deep learning method that can synthesize realistic three-dimensional microstructures with controlled structural properties using the combination of generative adversarial networks (GAN) and actor-critic (AC) reinforcement learning. The GAN-AC combination enables the generation of microstructures that not only resemble the appearances of real specimens but also yield user-defined physical quantities of interest (QoI). Our validation experiments confirm that the properties of synthetic microstructures generated by the GAN-AC framework are within a 5% error margin with respect to the target values. The scientific contribution of this paper resides in the novel design of the GAN-AC microstructure generator and the mathematical and algorithmic foundations therein. The proposed method will have a broad and substantive impact on the materials community by providing lenses for analyzing structure-property-performance linkages and for implementing the notion of 'materials-by-design'.
View details for DOI 10.1038/s41598-022-12845-7
View details for Web of Science ID 000803920600029
View details for PubMedID 35641549
View details for PubMedCentralID PMC9156766
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Molecular dynamics inferred transfer learning models for finite-strain hyperelasticity of monoclinic crystals: Sobolev training and validations against physical constraints
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2022; 123 (17): 3922-3949
View details for DOI 10.1002/nme.6992
View details for Web of Science ID 000790291000001
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A finite micro-rotation material point method for micropolar solid and fluid dynamics with three-dimensional evolving contacts and free surfaces
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2022; 391
View details for DOI 10.1016/j.cma.2021.114540
View details for Web of Science ID 000781549900010
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Component-Based Machine Learning Paradigm for Discovering Rate-Dependent and Pressure-Sensitive Level-Set Plasticity Models
JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME
2022; 89 (2)
View details for DOI 10.1115/1.4052684
View details for Web of Science ID 000735458900006
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Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation
GRANULAR MATTER
2022; 24 (1)
View details for DOI 10.1007/s10035-021-01137-y
View details for Web of Science ID 000714034100001
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Asynchronous phase field fracture model for porous media with thermally non-equilibrated constituents
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 387
View details for DOI 10.1016/j.cma.2021.114182
View details for Web of Science ID 000708703300005
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DP-MPM: Domain partitioning material point method for evolving multi-body thermal-mechanical contacts during dynamic fracture and fragmentation
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 385
View details for DOI 10.1016/j.cma.2021.114063
View details for Web of Science ID 000691816700005
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Atomistic-model informed pressure-sensitive crystal plasticity for crystalline HMX
INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
2021; 232
View details for DOI 10.1016/j.ijsolstr.2021.111170
View details for Web of Science ID 000709264100004
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A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 382
View details for DOI 10.1016/j.cma.2021.113868
View details for Web of Science ID 000663412600008
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A new finite element level set reinitialization method based on the shifted boundary method
JOURNAL OF COMPUTATIONAL PHYSICS
2021; 438
View details for DOI 10.1016/j.jcp.2021.110360
View details for Web of Science ID 000663409500015
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DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions
COMPUTERS & STRUCTURES
2021; 249
View details for DOI 10.1016/j.compstruc.2021.106505
View details for Web of Science ID 000637304300004
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Phase field modeling of frictional slip with slip weakening/strengthening under non-isothermal conditions
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 375
View details for DOI 10.1016/j.cma.2020.113557
View details for Web of Science ID 000608740600009
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Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 377
View details for DOI 10.1016/j.cma.2021.113695
View details for Web of Science ID 000657581100012
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An offline multi-scale unsaturated poromechanics model enabled by self-designed/self-improved neural networks
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
2021; 45 (9): 1212-1237
View details for DOI 10.1002/nag.3196
View details for Web of Science ID 000618551000001
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A reduced-dimensional explicit discrete element solver for simulating granular mixing problems
GRANULAR MATTER
2021; 23 (1)
View details for DOI 10.1007/s10035-020-01077-z
View details for Web of Science ID 000609415400003
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An immersed phase field fracture model for microporomechanics with Darcy-Stokes flow
PHYSICS OF FLUIDS
2021; 33 (1)
View details for DOI 10.1063/5.0035602
View details for Web of Science ID 000610547200001
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A non-cooperative meta-modeling game for automated third-party calibrating, validating and falsifying constitutive laws with parallelized adversarial attacks
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 373
View details for DOI 10.1016/j.cma.2020.113514
View details for Web of Science ID 000600287800001
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Phase field modeling of coupled crystal plasticity and deformation twinning in polycrystals with monolithic and splitting solvers
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2021; 122 (4): 1167-1189
View details for DOI 10.1002/nme.6577
View details for Web of Science ID 000589514300001
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Shear Wave Splitting and Polarization in Anisotropic Fluid-Infiltrating Porous Media: A Numerical Study
MATERIALS
2020; 13 (21)
Abstract
The triggering and spreading of volumetric waves in soils, namely pressure (P) and shear (S) waves, developing from a point source of a dynamic load, are analyzed. Wave polarization and shear wave splitting are innovatively reproduced via a three-dimensional Finite Element research code upgraded to account for fast dynamic regimes in fully saturated porous media. The mathematical-numerical model adopts a u-v-p formulation enhanced by introducing Taylor-Hood mixed finite elements and the stability features of the solution are considered by analyzing different implemented time integration strategies. Particularly, the phenomena have been studied and reconstructed by numerically generating different types of medium anisotropy accounting for (i) an anisotropic solid skeleton, (ii) an anisotropic permeability tensor, and (iii) a Biot's effective stress coefficient tensor. Additionally, deviatoric-volumetric coupling effects have been emphasized by specifically modifying the structural anisotropy. A series of analyses are conducted to validate the model and prove the effectiveness of the results, from the directionality of polarized vibrations, the anisotropy-induced splitting, up to the spreading of surface waves.
View details for DOI 10.3390/ma13214988
View details for Web of Science ID 000589215600001
View details for PubMedID 33167540
View details for PubMedCentralID PMC7663953
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Geometric deep learning for computational mechanics Part I: anisotropic hyperelasticity
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 371
View details for DOI 10.1016/j.cma.2020.113299
View details for Web of Science ID 000576816300009
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ILS-MPM: An implicit level-set-based material point method for frictional particulate contact mechanics of deformable particles
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 369
View details for DOI 10.1016/j.cma.2020.113168
View details for Web of Science ID 000558677600004
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A phase field model for cohesive fracture in micropolar continua
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 369
View details for DOI 10.1016/j.cma.2020.113181
View details for Web of Science ID 000558677600005
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Computational thermomechanics for crystalline rock. Part II: Chemo-damage-plasticity and healing in strongly anisotropic polycrystals
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 369
View details for DOI 10.1016/j.cma.2020.113184
View details for Web of Science ID 000558677600011
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SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 363
View details for DOI 10.1016/j.cma.2020.112875
View details for Web of Science ID 000522861400039
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FFT-based solver for higher-order and multi-phase-field fracture models applied to strongly anisotropic brittle materials
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 362
View details for DOI 10.1016/j.cma.2019.112781
View details for Web of Science ID 000515542500018
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Shift boundary material point method: an image-to-simulation workflow for solids of complex geometries undergoing large deformation
COMPUTATIONAL PARTICLE MECHANICS
2020; 7 (2): 291-308
View details for DOI 10.1007/s40571-019-00239-y
View details for Web of Science ID 000515449300010
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A phase field framework for capillary-induced fracture in unsaturated porous media: Drying-induced vs. hydraulic cracking
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2020; 359
View details for DOI 10.1016/j.cma.2019.112647
View details for Web of Science ID 000505216600009
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Circumventing mesh bias by r- and h-adaptive techniques for variational eigenfracture
INTERNATIONAL JOURNAL OF FRACTURE
2019; 220 (2): 129-142
View details for DOI 10.1007/s10704-019-00349-x
View details for Web of Science ID 000509951400002
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A configurational force for adaptive re-meshing of gradient-enhanced poromechanics problems with history-dependent variables
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2019; 357
View details for DOI 10.1016/j.cma.2019.112572
View details for Web of Science ID 000490427600004
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A micromorphically regularized Cam-clay model for capturing size-dependent anisotropy of geomaterials
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2019; 354: 56-95
View details for DOI 10.1016/j.cma.2019.05.003
View details for Web of Science ID 000474690000004
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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
ACTA GEOTECHNICA
2019; 14 (4): 923-937
View details for DOI 10.1007/s11440-018-0703-0
View details for Web of Science ID 000475686600001
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A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation
COMPUTATIONAL MECHANICS
2019; 64 (2): 467-499
View details for DOI 10.1007/s00466-019-01723-1
View details for Web of Science ID 000473735100014
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Coupled flow network and discrete element modeling of injection-induced crack propagation and coalescence in brittle rock
ACTA GEOTECHNICA
2019; 14 (3): 843-868
View details for DOI 10.1007/s11440-018-0682-1
View details for Web of Science ID 000467376500016
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Meta-modeling game for deriving theory-consistent, microstructure-based traction-separation laws via deep reinforcement learning
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2019; 346: 216-241
View details for DOI 10.1016/j.cma.2018.11.026
View details for Web of Science ID 000456713400011
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An updated Lagrangian LBM-DEM-FEM coupling model for dual-permeability fissured porous media with embedded discontinuities
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2019; 344: 276-305
View details for DOI 10.1016/j.cma.2018.09.034
View details for Web of Science ID 000456330300013
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AN OPEN-SOURCE FENICS IMPLEMENTATION OF A PHASE FIELD FRACTURE MODEL FOR MICROPOLAR CONTINUA
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2019; 17 (6): 639-663
View details for DOI 10.1615/IntJMultCompEng.2020033422
View details for Web of Science ID 000519587700005
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A mixed-mode phase field fracture model in anisotropic rocks with consistent kinematics
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2018; 342: 561-584
View details for DOI 10.1016/j.cma.2018.08.008
View details for Web of Science ID 000444962500025
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Discrete element simulations of powder-bed sintering-based additive manufacturing
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES
2018; 149: 373-392
View details for DOI 10.1016/j.ijmecsci.2017.11.028
View details for Web of Science ID 000449891200033
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Computational thermomechanics of crystalline rock, Part I: A combined multi-phase-field/crystal plasticity approach for single crystal simulations
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2018; 338: 657-691
View details for DOI 10.1016/j.cma.2017.12.022
View details for Web of Science ID 000436490700027
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Cracking and damage from crystallization in pores: Coupled chemo-hydro-mechanics and phase-field modeling
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2018; 335: 347-379
View details for DOI 10.1016/j.cma.2018.01.044
View details for Web of Science ID 000430071900014
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Prediction of permeability and formation factor of sandstone with hybrid lattice Boltzmann/finite element simulation on microtomographic images
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES
2018; 106: 269-277
View details for DOI 10.1016/j.ijrmms.2018.04.020
View details for Web of Science ID 000433253600027
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A multiscale multi-permeability poroplasticity model linked by recursive homogenizations and deep learning
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2018; 334: 337-380
View details for DOI 10.1016/j.cma.2018.01.036
View details for Web of Science ID 000431197000014
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Capturing the two-way hydromechanical coupling effect on fluid-driven fracture in a dual-graph lattice beam model
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
2018; 42 (5): 736-767
View details for DOI 10.1002/nag.2763
View details for Web of Science ID 000426611800002
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Coupled phase-field and plasticity modeling of geological materials: From brittle fracture to ductile flow
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2018; 330: 1-32
View details for DOI 10.1016/j.cma.2017.10.009
View details for Web of Science ID 000425735700001
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AN ADAPTIVE REDUCED-DIMENSIONAL DISCRETE ELEMENT MODEL FOR DYNAMIC RESPONSES OF GRANULAR MATERIALS WITH HIGH-FREQUENCY NOISES
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2018; 16 (4): 345-366
View details for DOI 10.1615/IntJMultCompEng.2018026895
View details for Web of Science ID 000454048100004
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PREFACE: MULTISCALE COMPUTATIONAL ANALYSIS OF COMPLEX MATERIALS
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2018; 16 (4): V-VI
View details for DOI 10.1615/IntJMultCompEng.2018027912
View details for Web of Science ID 000454048100001
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A hierarchical sequential ALE poromechanics model for tire-soil-water interaction on fluid-infiltrated roads
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2017; 112 (8): 909-938
View details for DOI 10.1002/nme.5537
View details for Web of Science ID 000417420700003
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Mixed Arlequin method for multiscale poromechanics problems
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2017; 111 (7): 624-659
View details for DOI 10.1002/nme.5476
View details for Web of Science ID 000405890000002
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Effects of spatial heterogeneity and material anisotropy on the fracture pattern and macroscopic effective toughness of Mancos Shale in Brazilian tests
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
2017; 122 (8): 6202-6230
View details for DOI 10.1002/2016JB013374
View details for Web of Science ID 000411340500020
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Computational thermo-hydro-mechanics for multiphase freezing and thawing porous media in the finite deformation range
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2017; 318: 667-700
View details for DOI 10.1016/j.cma.2017.01.028
View details for Web of Science ID 000399586700026
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A unified variational eigen-erosion framework for interacting brittle fractures and compaction bands in fluid-infiltrating porous media
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2017; 318: 1-32
View details for DOI 10.1016/j.cma.2017.01.017
View details for Web of Science ID 000399586700001
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Anisotropy of a Tensorial Bishop's Coefficient for Wetted Granular Materials
ASCE-AMER SOC CIVIL ENGINEERS. 2017
View details for DOI 10.1061/(ASCE)EM.1943-7889.0001005
View details for Web of Science ID 000398516700003
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A SURROGATE MODELING APPROACH FOR ADDITIVE-MANUFACTURED MATERIALS
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2017; 15 (6): 525-543
View details for DOI 10.1615/IntJMultCompEng.2017024632
View details for Web of Science ID 000417059800004
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Data-driven Discrete-continuum Method for Partially Saturated Micro-polar Porous Media
AMER SOC CIVIL ENGINEERS. 2017: 571-578
View details for Web of Science ID 000426216300070
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Wave propagation and strain localization in a fully saturated softening porous medium under the non-isothermal conditions
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
2016; 40 (10): 1485-1510
View details for DOI 10.1002/nag.2505
View details for Web of Science ID 000379949700006
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A semi-implicit discrete-continuum coupling method for porous media based on the effective stress principle at finite strain
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2016; 304: 546-583
View details for DOI 10.1016/j.cma.2016.02.020
View details for Web of Science ID 000374506600023
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A nonlocal multiscale discrete-continuum model for predicting mechanical behavior of granular materials
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2016; 106 (2): 129-160
View details for DOI 10.1002/nme.5139
View details for Web of Science ID 000372320500003
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Micropolar effect on the cataclastic flow and brittle-ductile transition in high-porosity rocks
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
2016; 121 (3): 1425-1440
View details for DOI 10.1002/2015JB012179
View details for Web of Science ID 000374695200010
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Multiscale analysis of shear failure of thick-walled hollow cylinder in dry sand
GEOTECHNIQUE LETTERS
2016; 6 (1): 77-82
View details for DOI 10.1680/jgele.15.00149
View details for Web of Science ID 000371988300012
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ALBANY: USING COMPONENT-BASED DESIGN TO DEVELOP A FLEXIBLE, GENERIC MULTIPHYSICS ANALYSIS CODE
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2016; 14 (4): 415-438
View details for DOI 10.1615/IntJMultCompEng.2016017040
View details for Web of Science ID 000388092400006
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IDENTIFYING MATERIAL PARAMETERS FOR A MICRO-POLAR PLASTICITY MODEL VIA X-RAY MICRO-COMPUTED TOMOGRAPHIC (CT) IMAGES: LESSONS LEARNED FROM THE CURVE-FITTING EXERCISES
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2016; 14 (4): 389-413
View details for DOI 10.1615/IntJMultCompEng.2016016841
View details for Web of Science ID 000388092400005
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PREFACE: COMPUTATIONAL POROMECHANICS
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
2016; 14 (4): V-VI
View details for DOI 10.1615/IntJMultCompEng.2016018596
View details for Web of Science ID 000388092400001
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Determining Material Parameters for Critical State Plasticity Models Based on Multilevel Extended Digital Database
JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME
2016; 83 (1)
View details for DOI 10.1115/1.4031619
View details for Web of Science ID 000372156100003
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A stabilized finite element formulation for monolithic thermo-hydro-mechanical simulations at finite strain
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2015; 103 (11): 798-839
View details for DOI 10.1002/nme.4910
View details for Web of Science ID 000359351700002
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Stress-induced anisotropy in granular materials: fabric, stiffness, and permeability
ACTA GEOTECHNICA
2015; 10 (4): 399-419
View details for DOI 10.1007/s11440-015-0397-5
View details for Web of Science ID 000358379000001
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Modeling the hydro-mechanical responses of strip and circular punch loadings on water-saturated collapsible geomaterials
ACTA GEOTECHNICA
2014; 9 (5): 903-934
View details for DOI 10.1007/s11440-013-0276-x
View details for Web of Science ID 000342173000012
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A multiscale overlapped coupling formulation for large-deformation strain localization
COMPUTATIONAL MECHANICS
2014; 54 (3): 803-820
View details for DOI 10.1007/s00466-014-1034-0
View details for Web of Science ID 000340535400014
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Lie-group interpolation and variational recovery for internal variables
COMPUTATIONAL MECHANICS
2013; 52 (6): 1281-1299
View details for DOI 10.1007/s00466-013-0876-1
View details for Web of Science ID 000326798600004
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A stabilized assumed deformation gradient finite element formulation for strongly coupled poromechanical simulations at finite strain
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
2013; 37 (16): 2755-2788
View details for DOI 10.1002/nag.2161
View details for Web of Science ID 000325545800008
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A multiscale DEM-LBM analysis on permeability evolutions inside a dilatant shear band
ACTA GEOTECHNICA
2013; 8 (5): 465-480
View details for DOI 10.1007/s11440-013-0210-2
View details for Web of Science ID 000324634300001
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A unified method to predict diffuse and localized instabilities in sands
GEOMECHANICS AND GEOENGINEERING-AN INTERNATIONAL JOURNAL
2013; 8 (2): 65-75
View details for DOI 10.1080/17486025.2012.695403
View details for Web of Science ID 000409792800001
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Multiscale method for characterization of porous microstructures and their impact on macroscopic effective permeability
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2011; 88 (12): 1260-1279
View details for DOI 10.1002/nme.3220
View details for Web of Science ID 000297911400003
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Connecting microstructural attributes and permeability from 3D tomographic images of in situ shear-enhanced compaction bands using multiscale computations
GEOPHYSICAL RESEARCH LETTERS
2011; 38
View details for DOI 10.1029/2011GL047683
View details for Web of Science ID 000290871800006
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DIFFUSE BIFURCATIONS OF POROUS MEDIA UNDER PARTIALLY DRAINED CONDITIONS
SPRINGER-VERLAG BERLIN. 2011: 61-+
View details for Web of Science ID 000329001600016
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Capturing the effective permeability of field compaction band using hybrid lattice Boltzmann/Finite element simulations
IOP PUBLISHING LTD. 2010
View details for DOI 10.1088/1757-899X/10/1/012077
View details for Web of Science ID 000290445000078
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Coseismic sediment deformation during the 1989 Loma Prieta earthquake
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
2008; 113 (B8)
View details for DOI 10.1029/2007JB005265
View details for Web of Science ID 000258648600001
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Estimating inelastic sediment deformation from local site response simulations
ACTA GEOTECHNICA
2007; 2 (3): 183-195
View details for DOI 10.1007/s11440-007-0044-x
View details for Web of Science ID 000208460400003