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
  ☆27Updated 6 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
• sebastkm / hybrid-fem-nn-examples
  ☆33Updated 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 5 years ago
• zhenguonie / 2020_TopologyGAN
  TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
  ☆43Updated 3 years ago
• hyoungsuksuh / ABAQUS_NN
  ☆52Updated 2 years ago
• dodaltuin / soft-tissue-pignn
  Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics
  ☆32Updated last month
• EUCLID-code / EUCLID-hyperelasticity
  ☆24Updated 3 months ago
• LivingMatterLab / CANN
  When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…
  ☆47Updated 3 weeks ago
• Jasiuk-Research-Group / DEM_for_J2_plasticity
  A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.
  ☆20Updated 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 …
  ☆27Updated 6 years ago
• saullocastro / meshless
  Meshless methods for Computational Mechanics
  ☆17Updated 3 years ago
• diego-hayashi / fenics_topopt_foam
  Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.
  ☆35Updated 8 months ago
• aflahelouneg / inverse_identification_soft_tissue
  ☆16Updated 5 years ago
• LLNL / letop
  ☆20Updated 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
• oleksiyskononenko / mlfem
  Deep Learning and Finite Element Method for Physical Systems Modeling
  ☆51Updated 6 years ago
• mabessa / F3DAM
  Framework for Data-Driven Design and Analysis of Materials
  ☆38Updated 5 years ago
• tajtac / hypermodelcomp
  Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets
  ☆13Updated 2 years ago
• SondreRokvam / Multiscale-Modeling
  Multiscale Modeling
  ☆41Updated 5 years ago
• sthavishtha / list-iga-codes
  Curated list of some open source codes employing isogeometric analysis (IGA)
  ☆40Updated 3 years ago
• hliu-whu / EMsFEM
  Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)
  ☆19Updated 3 years ago
• hachanook / C-HiDeNN_tutorial
  ☆13Updated last year
• zhenguonie / 2021_SuperMeshing_2D_Plane_Strain
  ☆10Updated 3 years 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
• zfergus / fenics-topopt
  Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…
  ☆70Updated 5 years ago
• ConstitutiveANN / CANN
  Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
  ☆26Updated 4 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…
  ☆59Updated 3 years ago
• GuoyingDong / homogenization
  Homogenization code for 3D lattice structure
  ☆71Updated 6 years ago