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cann

Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials

cddm

Cooperative Data-Driven Modeling

cdm_comp

Continuum Damage Mechanics of Composite Materials

cdm_ld

CDM based on largde deformation approach

cigen

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

compdam_dgd

composite_cdm_tan

3D continuum damage mechanics model for composite materials implemented in Fortran (Abaqus Explicit VUMAT).

composite_laminate_monte_carlo

A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.

compositemicromechanics_weibull

A Jupyter Notebook that aims to chow how Weibull analysis can be applied to predict when will fibres of a fibre composite fail.

crackgrowth

Cohesive elements in Abaqus UMAT

crate

CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization

crve

cpp code to split the boundaries of electrolyte and matrix for the mesh file generated by stl in Gmsh

csma-workshop-in-deep-learning

CSMA Junior Workshop on Deep Learning and constitutive modeling

ctcsabaqus

Use Abaqus FEA to determine the thermal conductivity of composite materials.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data-driven-diffusion-mechanics

Data-driven computational mechanics for steady-state and transient diffusion problems.

dic_fft_ethz

Digital Image Correlation using a Fast Fourier Transform approach

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dream3d2abaqus

Create an Abaqus input file with periodic boundary conditions from synthetically built Dream3D microstructures

dsid

Abaqus UMAT for DSID model using return mapping (cutting plane) algorithm

extended-sca-and-fft-based-strain-refinement-method-

This is a MATLAB code for three stage full-field self-consistent clustering analysis (SCA) for 3D woven composite RUC

f3dam

Framework for Data-Driven Design and Analysis of Materials

f3das

Framework for Data-Driven Design and Analysis of Structures (F3DAS)

f3dasm_simulate

Simulation extension of f3dasm

face_recognition

The world's simplest facial recognition api for Python and the command line

fe_intepolator

fem-notes

Class notes for introductory finite element methods

fem-to-generate-composite-rves

FE compression method to generate 2D RVEs of composites

fft-based-homogenization

FFT-based Homogenization