antenna-forge

(★ 896)

AI-driven inverse antenna design with real NEC2 + openEMS in the loop. Try the live in-browser playground.

File Explorer

Download Latest Version (.zip)

- - bug_report.md
  - config.yml
  - feature_request.md
  - honest_status_correction.md
- PULL_REQUEST_TEMPLATE.md
- - dipole_demo.png
  - inverse_design_convergence.png
  - surrogate_accuracy.png
  - yagi_design.png
- architecture.md
- case_study_yagi.md
- HONEST_STATUS.md
- next-steps.md
- plugin-sdk.md
- surrogate_model.md
- yagi_uniform_sample.md
- - App.tsx
  - main.tsx
- Dockerfile
- index.html
- package.json
- playground.html
- pnpm-lock.yaml
- pnpm-workspace.yaml
- surrogate_demo_test.html
- surrogate_infer.js
- surrogate_yagi.web.json
- tsconfig.json
- tsconfig.node.json
- vite.config.ts
- surrogate_yagi.meta.json
- - plugin.toml
- yagi_baseline.json
- yagi_baseline_5elem.json
- yagi_optimized.json
- yagi_uniform_sample.json
- case_yagi.py
- demo_dipole.py
- demo_inverse_design.py
- demo_wow.py
- export_surrogate_web.py
- plot_yagi.py
- sample_yagi_dataset.py
- seed_materials.py
- train_surrogate.py
- verify_dipole.py
- verify_patch.py
- verify_web_surrogate.mjs
- - test_api.py
  - test_pipeline.py
- - test_domain.py
  - test_geometry.py
  - test_physics.py
  - test_solvers.py
- __init__.py
- - __init__.py
  - diff_fdtd_jax.py
- - __init__.py
  - diffusion_designer.py
  - gan_metasurface.py
  - vae_designer.py
- - __init__.py
  - pipeline.py
- - __init__.py
  - bayesian.py
  - nsga.py
  - topology_opt.py
- - __init__.py
  - maxwell_pinn.py
- - __init__.py
  - deeponet.py
  - fno_solver.py
- __init__.py
- - __init__.py
  - designs.py
  - optimizations.py
  - simulations.py
  - websocket.py
- __init__.py
- main.py
- - __init__.py
  - design.py
  - geometry.py
  - optimization.py
  - simulation.py
- - __init__.py
  - implicit.py
  - kernel.py
  - parametric.py
  - topology.py
- - __init__.py
  - graphene.py
  - materials.py
  - metasurface.py
  - oam.py
  - ris.py
  - space_time.py
- - __init__.py
  - ai_port.py
  - cad_port.py
  - solver_port.py
  - storage_port.py
- - __init__.py
  - exceptions.py
  - logging.py
  - units.py
- __init__.py
- __init__.py
- models.py
- vector_store.py
- - __init__.py
  - adapter.py
- - __init__.py
  - adapter.py
- - __init__.py
  - adapter.py
- - __init__.py
  - adapter.py
- - __init__.py
  - adapter.py
- - __init__.py
  - adapter.py
  - card_writer.py
- - __init__.py
  - adapter.py
  - mesh_converter.py
  - result_parser.py
- __init__.py
- base.py
- - simulate.py
- celery_app.py
- celery_config.py
.env.example
.gitignore
CHANGELOG.md
CONTRIBUTING.md
DECISIONS.md
docker-compose.yml
Dockerfile
LICENSE
Makefile
NOTICE
pyproject.toml
README.md
README.zh-CN.md

# Installation Guide

1. Get the code

git clone https://github.com/1ove9/antenna-forge

Downloads the entire project code from GitHub to your computer.

cd antenna-forge

Moves into the project folder you just downloaded.

2. Docker

Easy Recommended

Prerequisites

Git Needed to download the project code from GitHub.
Docker Desktop Needed to build and run containers. Install it and keep it running in the background.

docker compose up -d

Builds and starts all defined containers (server, database, etc.) at once, in the background.

docker compose up -d # postgres / redis / minio / qdrant / api

Builds and starts all defined containers (server, database, etc.) at once, in the background.

✅ Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

Pulled directly from this repo's README.

3. Node.js

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Node.js Node.js must be installed to use npm. The LTS version is recommended.

cd frontend

This project's files live in a subfolder, so move into it first.

npm install

Downloads and installs the libraries listed in package.json.

npm start

Starts the development/run server.

✅ After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.

4. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

python -m yaf_ai.differentiable.diff_fdtd_jax --demo