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hhupde's Projects

deepxde icon deepxde

A library for scientific machine learning

dynamicpsbfem icon dynamicpsbfem

Free and forced vibration analysis in Abaqus based on the polygonal scaled boundary finite method

nn_aniso_umat icon nn_aniso_umat

Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

ps-sbfem-uel icon ps-sbfem-uel

Implementation steady seepage scale boundary finite element method on the ABAQUS by UEL

psbfem-abaqus icon psbfem-abaqus

PSBFEM-Abaqus: development of User Element Subroutine (UEL) for polygonal scaled boundary finite element method in Abaqus

thesis_project_phasefield icon thesis_project_phasefield

A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The phase-field method considerably reduces the implementation complexity for fracture problems as it removes the need for numerical tracking of discontinuities in the displacement field that are characteristic of di

vector-cloud-closure-model icon vector-cloud-closure-model

Code and data for article "Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids"

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