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06/17/2022
Parallel Multiphysics Simulation for the Stabilized Optimal Transportation Meshfree (OTM)
This paper presents a parallel implementation for the Optimal Transporta...
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04/22/2021
Bayesian inversion for unified ductile phase-field fracture
The prediction of crack initiation and propagation in ductile failure pr...
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04/06/2021
Model-data-driven constitutive responses: application to a multiscale computational framework
Computational multiscale methods for analyzing and deriving constitutive...
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03/03/2021
Multilevel Global-Local techniques for adaptive ductile phase-field fracture
This paper outlines a rigorous variational-based multilevel Global-Local...
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11/27/2020
A matrix-free isogeometric Galerkin method for Karhunen-Loève approximation of random fields using tensor product splines, tensor contraction and interpolation based quadratur
The Karhunen-Loève series expansion (KLE) decomposes a stochastic proces...
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07/24/2020
Electro-magneto-mechanically response of polycrystalline materials: Computational Homogenization via the Virtual Element Method
This work presents a study on the computational homogenization of electr...
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03/18/2020
The Neural Particle Method – An Updated Lagrangian Physics Informed Neural Network for Computational Fluid Dynamics
Numerical simulation is indispensable in industrial design processes. It...
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01/16/2020
A global-local approach for hydraulic phase-field fracture in poroelastic media
In this work, phase-field modeling of hydraulic fractures in porous medi...
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01/07/2020
A machine learning based plasticity model using proper orthogonal decomposition
Data-driven material models have many advantages over classical numerica...
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08/01/2018