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_TopologyGAN
  TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
  ☆43Updated 4 years ago
• federicosanna / UNet-for-FEM-and-Stress-Distribution-Inference
  A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.
  ☆29Updated 5 years ago
• zhenguonie / 2020_StressGAN
  ☆22Updated 4 years ago
• zhenguonie / stress_net
  Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks
  ☆32Updated 5 years ago
• tajtac / hypermodelcomp
  Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets
  ☆13Updated 2 years ago
• farazarbabi / CNN_FEM
  In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model …
  ☆28Updated 6 years ago
• hyoungsuksuh / ABAQUS_NN
  ☆53Updated 2 years ago
• sebastkm / hybrid-fem-nn-examples
  ☆33Updated 3 years ago
• dodaltuin / soft-tissue-pignn
  Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics
  ☆33Updated 3 months ago
• AdityaJoglekar / DMF-TONN
  Direct Mesh-free Topology Optimization using Neural Networks
  ☆18Updated last year
• LLNL / letop
  ☆21Updated 2 years ago
• somdattagoswami / DEM-PhaseField
  Adaptive phase field modeling of fracture using deep energy minimization.
  ☆33Updated 4 years ago
• ConstitutiveANN / CANN
  Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
  ☆26Updated 4 years ago
• hliu-whu / EMsFEM
  Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)
  ☆20Updated last month
• aflahelouneg / inverse_identification_soft_tissue
  ☆17Updated 5 years ago
• Jasiuk-Research-Group / DEM_for_J2_plasticity
  A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.
  ☆20Updated 2 years ago
• edofersan / MaximumSize_on_TopOpt_in_PETSc
  Implementation of Maximum Size constraints on the TopOpt_in_PETSc code
  ☆38Updated 5 years ago
• LivingMatterLab / CANN
  When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…
  ☆49Updated this week
• sthavishtha / list-iga-codes
  Curated list of some open source codes employing isogeometric analysis (IGA)
  ☆41Updated 3 years ago
• zhenguonie / 2021_SuperMeshing_2D_Plane_Strain
  ☆10Updated 3 years ago
• kliu99 / Top3d
  An Efficient 3D Topology Optimization Program Written in MATLAB
  ☆39Updated 4 years ago
• GuoyingDong / homogenization
  Homogenization code for 3D lattice structure
  ☆74Updated last month
• jnorato / GPTO
  ☆28Updated 2 years ago
• ritukeshbharali / IGAFrac
  IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.
  ☆26Updated 3 years ago
• shayansss / hml
  Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…
  ☆12Updated last year
• EUCLID-code / EUCLID-hyperelasticity
  ☆24Updated 4 months ago
• mengomarlene / postPro4Abq
  tools to read an abaqus odb, generate relevant outputs and write them to files
  ☆17Updated 7 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
• saullocastro / meshless
  Meshless methods for Computational Mechanics
  ☆18Updated 3 years ago