Alternatives and similar repositories for DifFlexMM

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

• jhbastek / InvertibleTrussDesign
  Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)
  ☆29Updated last year
• CMSL-HKUST / polycrystal
  ☆31Updated 3 years ago
• jhbastek / VideoMetamaterials
  Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…
  ☆76Updated last year
• aminfno / Metamaterial
  ☆11Updated 3 years ago
• lamm-mit / HierarchicalDesign
  A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…
  ☆27Updated 2 years ago
• LLNL / TOPE
  Topology Optimization for Porous Electrodes
  ☆12Updated 2 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
• jhbastek / PhysicsInformedShellStructures
  Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)
  ☆44Updated last year
• zhenguonie / 2020_TopologyGAN
  TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
  ☆46Updated 4 years ago
• procf / RhINNs
  Rheology-informed Machine Learning Projects
  ☆21Updated last year
• Jasiuk-Research-Group / ResUNet-DeepONet-Plasticity
  Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…
  ☆19Updated 2 years ago
• somdattagoswami / DEM-PhaseField
  Adaptive phase field modeling of fracture using deep energy minimization.
  ☆34Updated 4 years ago
• jiayingqi / Heterogeneous-Virtual-Growth
  Generates patterns with seamlessly connected building blocks
  ☆16Updated last year
• 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
• JinshuaiBai / PIRBN
  Physics-informed radial basis network
  ☆32Updated last year
• peterdorffler / deHomTop808
  An 808-line Matlab educational code for combined multi-scale topology optimisation and phasor-based dehomogenisation
  ☆26Updated 10 months ago
• elejeune11 / Mechanical-MNIST
  Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…
  ☆38Updated 5 years ago
• deng-cy / deep_learning_topology_opt
  Code for paper "Self-Directed Online Machine Learning for Topology Optimization"
  ☆129Updated 8 months ago
• mechanoChem / mechanoChemML
  mechanoChemML library
  ☆17Updated 3 months ago
• lychan110 / metaset
  METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design
  ☆17Updated 2 years ago
• li-zhengz / UnifyingTrussDesignSpace
  Code for 'Unifying the design space of truss metamaterials by generative modeling'
  ☆18Updated last month
• UW-ERSL / GMTOuNN
  ☆13Updated 2 years ago
• mmc-group / ML-for-materials-design
  ☆32Updated 3 years ago
• hachanook / C-HiDeNN_tutorial
  ☆14Updated 2 years ago
• marcomau06 / GNNs_fields_prediction
  Graph neural networks for stress and strain fields prediction
  ☆55Updated 2 years ago
• farhadkama / FEniCSx_Kamarei_Kumar_Lopez-Pamies
  ☆17Updated 2 months ago
• francoismaze / topodiff
  Code, technical details and links to datasets and trained models for TopoDiff
  ☆49Updated last year
• sebastkm / hybrid-fem-nn
  ☆32Updated 3 years ago
• LivingMatterLab / CANN
  When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…
  ☆56Updated last week
• felipefr / micmacsfenics
  micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.
  ☆21Updated 3 months ago