constitutive-model

There are 2 repositories under constitutive-model topic.

• filippo-masi / Thermodynamics-Neural-Networks

  Thermodynamics-based Artificial Neural Networks

  machine-learningartificial-neural-networksthermodynamics-modelsconstitutive-model
  Language:Jupyter Notebook 19

• adtzlr / matadi

  Material Definition with Automatic Differentiation

  constitutive-modelhyperelasticityconstitutionfinite-element-analysisautomatic-differentiationalgorithmic-differentiationpythonscientific-computingfemviscoelasticityfeapseudo-elasticity
  Language:Python 17
• Marmot

  MAteRialMOdelingToolbox / Marmot

  The alpine :mountain_snow: material modeling toolbox Marmot. Documentation: https://materialmodelingtoolbox.github.io/Marmot/

  constitutive-modelgradient-enhancementmicropolar-elasticityfinite-elementsplasticitydamagedamage-plasticitymicropolarcosserat
  Language:C++ 14

• longbiscuit / DuncanEB-Abaqus6.14-5-UMAT-constative-model

  This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used in abaqus6.14-5 to calculate the dam settlement deformation.

  umatfortranduncan-changebconstitutive-model
  Language:Fortran 13

• adtzlr / tensortrax

  Math on (Hyper-Dual) Tensors with Trailing Axes

  hyper-dual-numbersautomatic-differentiationtensortrailing-axeshyper-dual-tensorsadpythonconstitutionscientific-computingcalculus-of-variationsalgorithmic-differentiationconstitutive-modelfinite-element-analysis
  Language:Python 8

• bessagroup / rvesimulator

  Automated representative volume element simulator via abaqus for material constitutive law discovery

  constitutive-model
  Language:Jupyter Notebook 7

• filippo-masi / NICE

  Neural integration for constitutive equations

  constitutive-modeldeep-learningmachine-learningneural-odesmall-datathermodynamics
  Language:Jupyter Notebook 6

• victorlefevre / UHYPER_Shrimali_Lefevre_Lopez-Pamies

  This ABAQUS UHYPER subroutine implements the hyperelastic energy density derived in Journal of the Mechanics and Physics of Solids 122 (2019), 364–380 for the macroscopic elastic response of non-Gaussian elastomers weakened by an isotropic and non-percolative distribution of equiaxed pores. This result is valid for any choice of I1-based incompressible energy density characterizing the non-Gaussian isotropic elastic response of the underlying elastomer. The present subroutine is implemented for the choice of strain energy density proposed in Comptes Rendus Mecanique 338 (2010), 3–11.

  elastomersmicrostructureporosityconstitutive-modelabaqussubroutineuhyper
  Language:Fortran 6

• llamm-de / thermalCANN

  Model of thermo-hyperelasticity using Constitutive Artificial Neural Networks

  deep-learningneural-networkconstitutive-modelcontinuum-mechanicselasticitythermodynamics
  Language:Python 5

• ShawnWolgu / SingleCrystalCpp

  A simple crystal plasticity model for single crystal, developed in C++.

  crystal-plasticityconstitutive-modelcrystalsimulation
  Language:C++ 5

• a-latyshev / dolfinx-external-operator

  Extension of DOLFINx implementing the concept of external operator

  automatic-differentiationconstitutive-modelexternal-operatorfenicsfinite-element-methodssolid-mechanics
  Language:Jupyter Notebook 4

• filippo-masi / CSMA-Workshop-in-Deep-Learning

  CSMA Junior Workshop on Deep Learning and constitutive modeling

  constitutive-modelcsmaneural-networksworkshopthermodynamics-based-artificial-neural-networks
  Language:Jupyter Notebook 2

• alejo1630 / mnl_curve_fit

  Multi Variable Non linear curve fit apply to material characterization in dynamic behavior.

  constitutive-modelcurve-fittingjupyer-notebookpython
  Language:Jupyter Notebook 1

• willwiz / cppSimplifiedExpStrucModel

  Simplified version of the structural constitutive model for soft tissues using exp ensemble

  soft-tissueconstitutive-modelmechanics
  Language:C++ 0

• YannisZa / probabilistic_traffic_flow_modelling

  Repository for work on probabilistic traffic flow modelling through constitutive law estimation on road (link) level

  constitutive-modeltrafficbayesian-inferencemetropolis-hastingsmarginal-likelihood
  Language:Jupyter Notebook 0