A differentiable finite element analysis solver for structural optimization based on JAX
☆40Dec 22, 2025Updated 2 months ago
Alternatives and similar repositories for JaxSSO
Users that are interested in JaxSSO are comparing it to the libraries listed below
Sorting:
- Real-time design of architectural structures with differentiable mechanics and neural networks [ICLR 2025]☆23Jun 13, 2025Updated 8 months ago
- AeroTop: an efficient aerodynamic topology optimization framework☆12Apr 1, 2022Updated 3 years ago
- Inverse design of 3D truss networks with automatic differentiation☆40Feb 25, 2025Updated last year
- Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)☆11May 19, 2021Updated 4 years ago
- ☆15Apr 20, 2023Updated 2 years ago
- Auto-differentiable and hardware-accelerated force density method☆96Mar 1, 2026Updated last week
- A generic FEM solver by meta-expressions☆18Jul 21, 2023Updated 2 years ago
- machine learning-accelerated computational fluid dynamics☆20Jan 12, 2022Updated 4 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆70Dec 1, 2025Updated 3 months ago
- ☆35Jul 19, 2023Updated 2 years ago
- Repository for Sharing the Code Sets for "Topology Optimization with Advanced CNN using Mapped Physics-based Data."☆11Jan 6, 2023Updated 3 years ago
- Code for 'DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers'☆16Feb 10, 2026Updated 3 weeks ago
- ☆25Jan 29, 2026Updated last month
- Tips for writing a PhD thesis with LaTeX☆11May 21, 2023Updated 2 years ago
- ☆14Nov 29, 2021Updated 4 years ago
- GPU RKF45 (Runge–Kutta–Fehlberg) ODE solver written in pycuda/python3☆10Mar 22, 2019Updated 6 years ago
- Example Python code using FEniCS and dolfin.adjoint to accompany SMO paper on topology optimisation for heat sinks with embedded PCM.☆10Aug 22, 2023Updated 2 years ago
- Maximum-rectifier-function approach for stress-based topology optimization☆11Sep 22, 2022Updated 3 years ago
- Source code for paper "A Marker-and-Cell Method for Large-Scale Flow-Based Topology Optimization on GPU"☆10Feb 26, 2022Updated 4 years ago
- An open Matlab source provided a new multiscale topology optimization approach for the direct and simultaneous design of lattice material…☆11Aug 23, 2022Updated 3 years ago
- Code to mesh, execute topology optimization, and evaluate results for an irregular shaped pressure vessel☆12May 26, 2020Updated 5 years ago
- HoneyTop90: A 90-line MATLAB code for topology optimization using honeycomb tessellation☆10May 27, 2023Updated 2 years ago
- Subject files and solutions to the mini-course "An introduction to shape and topology optimization"☆24Jul 31, 2019Updated 6 years ago
- Differentiable Finite Element Method with JAX☆594Feb 8, 2026Updated last month
- An 808-line Matlab educational code for combined multi-scale topology optimisation and phasor-based dehomogenisation☆26Dec 1, 2024Updated last year
- Additive manufacturing simulation with JAX.☆339Jul 11, 2025Updated 7 months ago
- Open-source toolkit that provides finite element model based optimization frameworks for generating training data and machine learning mo…☆26Oct 3, 2025Updated 5 months ago
- Reparameterizing Engineering Designs for Augmented Multi-objective Optimization☆10Feb 18, 2023Updated 3 years ago
- Topology Optimization for Porous Electrodes☆12Mar 16, 2023Updated 2 years ago
- ☆11Jan 24, 2022Updated 4 years ago
- TOPDyn: Python-based Topology Optimization procedure for time-harmonic vibration problems☆16Feb 17, 2022Updated 4 years ago
- Matlab codes for hotspot analysis to avoid overheating in Topology optimization for Additive Manufacturing☆11Dec 12, 2025Updated 2 months ago
- Data corresponding to the paper "Assembly sequence optimization of spatial trusses using graph embedding and reinforcement learning"☆12Dec 29, 2023Updated 2 years ago
- Multimaterial Topop with Deep Learning☆12Apr 16, 2021Updated 4 years ago
- Topology optimization using images to control load, support and passive elements☆14Nov 29, 2017Updated 8 years ago
- ☆13Aug 28, 2023Updated 2 years ago
- akid is a python package written for doing research in Neural Network.☆14Mar 24, 2023Updated 2 years ago
- An Efficient Gradient Projection Method for Structural Topology Optimization☆15Jul 14, 2020Updated 5 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆38Jun 25, 2025Updated 8 months ago