bessagroup / f3dasm
Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)
☆116Updated this week
Alternatives and similar repositories for f3dasm:
Users that are interested in f3dasm are comparing it to the libraries listed below
- Framework for Data-Driven Design and Analysis of Materials☆34Updated 5 years ago
- Additive manufacturing simulation with JAX.☆283Updated 4 months ago
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆23Updated last year
- Code for "Neural Networks for Topology Optimization"☆130Updated 3 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆29Updated 4 years ago
- Microstructure generation☆71Updated this week
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆37Updated last year
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆67Updated 4 years ago
- Dataset of topology optimization☆85Updated 4 years ago
- Düsseldorf Advanced Material Simulation Kit (Read-only mirror)☆114Updated this week
- Microstructure modeling, mesh generation, analysis, and visualization.☆80Updated 2 weeks ago
- Code for 'Inverting the structure-property map of truss metamaterials via deep learning'☆24Updated 3 months ago
- Deep Learning and Finite Element Method for Physical Systems Modeling☆48Updated 5 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆40Updated 3 weeks ago
- ☆26Updated 2 years ago
- Extraction of mechanical properties of materials through deep learning from instrumented indentation☆61Updated 2 years ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models'☆49Updated 5 months ago
- A Python Library for Topology Optimization☆103Updated 2 years ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆31Updated 5 months ago
- Toolbox for particulate microstructure modelling☆53Updated last year
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆54Updated 3 years ago
- ☆28Updated 2 years ago
- FFT-based Homogenization☆21Updated 5 years ago
- Materials Knowledge System in Python☆115Updated 2 years ago
- Thermodynamics-based Artificial Neural Networks☆22Updated last year
- finite element analysis for continuum mechanics of solid bodies☆91Updated 2 weeks ago
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆25Updated 6 months ago
- Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applicatio…☆45Updated 2 months ago
- The Mesoscale Microstructure Simulation Project☆65Updated 4 years ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆110Updated last year