Alternatives and similar repositories for DL_Stress_TAA

Users that are interested in DL_Stress_TAA are comparing it to the libraries listed below

• marcin-laskowski / Stress-Distribution-with-Deep-Learning
  A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis
  ☆28Updated 7 years ago
• zhenguonie / 2020_StressGAN
  ☆22Updated 4 years ago
• zhenguonie / stress_net
  Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks
  ☆33Updated 5 years ago
• zhenguonie / 2020_TopologyGAN
  TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
  ☆44Updated 4 years ago
• dodaltuin / soft-tissue-pignn
  Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics
  ☆37Updated 4 months ago
• sebastkm / hybrid-fem-nn-examples
  ☆34Updated 3 years ago
• federicosanna / UNet-for-FEM-and-Stress-Distribution-Inference
  A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.
  ☆29Updated 6 years ago
• oleksiyskononenko / mlfem
  Deep Learning and Finite Element Method for Physical Systems Modeling
  ☆51Updated 6 years ago
• hyoungsuksuh / ABAQUS_NN
  ☆55Updated 2 years ago
• GuoyingDong / homogenization
  Homogenization code for 3D lattice structure
  ☆78Updated 2 months ago
• somdattagoswami / IGAPack-PhaseField
  Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.
  ☆50Updated 4 years ago
• Jasiuk-Research-Group / DEM_for_J2_plasticity
  A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.
  ☆23Updated 2 years ago
• iitrabhi / topo-fenics
  This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python
  ☆46Updated last year
• LivingMatterLab / CANN
  When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…
  ☆52Updated 3 weeks ago
• LLNL / letop
  ☆21Updated 2 years ago
• somdattagoswami / DEM-PhaseField
  Adaptive phase field modeling of fracture using deep energy minimization.
  ☆34Updated 4 years ago
• diego-hayashi / fenics_topopt_foam
  Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.
  ☆37Updated last month
• zfergus / fenics-topopt
  Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…
  ☆72Updated 5 years ago
• meghbali / ANNElastoplasticity
  Neural Network Approach for Elastoplastic Constitutive Modeling
  ☆25Updated 2 years ago
• ISosnovik / top
  Dataset of topology optimization
  ☆94Updated 5 years ago
• EUCLID-code / EUCLID-hyperelasticity
  ☆24Updated 5 months ago
• edofersan / MaximumSize_on_TopOpt_in_PETSc
  Implementation of Maximum Size constraints on the TopOpt_in_PETSc code
  ☆39Updated 5 years ago
• MinhNguyenIKM / dem_hyperelasticity
  A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…
  ☆66Updated 2 months ago
• aflahelouneg / inverse_identification_soft_tissue
  ☆17Updated 5 years ago
• jhbastek / PhysicsInformedShellStructures
  Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)
  ☆41Updated 11 months ago
• ConstitutiveANN / CANN
  Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
  ☆26Updated 4 years ago
• M3RG-IITD / FNO-StressStrain
  Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites
  ☆12Updated 2 years ago
• AdityaJoglekar / DMF-TONN
  Direct Mesh-free Topology Optimization using Neural Networks
  ☆19Updated last year
• hliu-whu / EMsFEM
  Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)
  ☆20Updated 2 months ago
• ISM-Weimar / DeepEnergyMethods
  ☆42Updated last year