PrincetonLIPS / neural_fdmLinks
Real-time design of architectural structures with differentiable mechanics and neural networks [ICLR 2025]
☆22Updated 5 months ago
Alternatives and similar repositories for neural_fdm
Users that are interested in neural_fdm are comparing it to the libraries listed below
Sorting:
- A differentiable finite element analysis solver for structural optimization based on JAX☆36Updated last month
- Auto-differentiable and hardware-accelerated force density method☆93Updated 2 weeks ago
- ☆35Updated 2 years ago
- GPU accelerated differentiable finite elements for solid mechanics with PyTorch☆74Updated last week
- Differentiable Flexible Mechanical Metamaterials☆25Updated last year
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆30Updated last year
- A Mesh-free Topology Optimization Method using Neural Representations☆37Updated 4 years ago
- DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.☆108Updated last year
- Code, technical details and links to datasets and trained models for TopoDiff☆51Updated 2 years ago
- PyTorch-FEniCS interface☆103Updated 4 years ago
- This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python☆46Updated 2 years ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆46Updated last year
- Computational solid mechanics made easy with Jax☆48Updated last month
- finite element analysis for continuum mechanics of solid bodies☆149Updated last week
- Another structural analysis package☆11Updated 6 months ago
- An 808-line Matlab educational code for combined multi-scale topology optimisation and phasor-based dehomogenisation☆26Updated last year
- Additive manufacturing simulation with JAX.☆332Updated 5 months ago
- ☆40Updated last week
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆43Updated 5 months ago
- Curated list of some open source codes employing isogeometric analysis (IGA)☆45Updated 4 years ago
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆20Updated 4 years ago
- ☆31Updated 3 years ago
- ☆32Updated 3 years ago
- FEniCSx-based topology optimization supporting parallel computing☆76Updated last year
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆21Updated 5 months ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆268Updated last week
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆75Updated last month
- Microstructure generation☆90Updated 3 weeks ago
- ☆24Updated 3 years ago
- ☆13Updated 4 years ago