This repository hosts a simple demonstration of a deep learning approach for the inverse design of patch antennas. The goal is to explore energy-efficient designs and to significantly reduce simulation cost compared to conventional methods.
☆170Oct 10, 2024Updated 2 years ago
Alternatives and similar repositories for Inverse-design-of-patch-antennas
Users that are interested in Inverse-design-of-patch-antennas are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A method of machine-learning aided design (MLAD) is proposed for accelerated design and synthesis of multi-beam metasurface antennas.☆103Oct 16, 2024Updated 2 years ago
- Neural-network surrogate for the S-parameters of multilayer structures, trained on an exact transfer-matrix solver. Includes a physics ve…☆20Aug 19, 2026Updated 2 months ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆237Jun 3, 2022Updated 4 years ago
- Inverse design of metasurface with non-local interations☆46Sep 8, 2023Updated 3 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆21Mar 25, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for inverse design of metasurface☆22Feb 23, 2024Updated 2 years ago
- Evolved Design of Microstrip Patch Antenna by Genetic Programming☆22Jan 20, 2024Updated 2 years ago
- Precomputed Numerical Green Function (PNGF) Method Example Implementation☆27Jan 28, 2026Updated 9 months ago
- A Generic Framework for Optical Inverse Design☆84Apr 18, 2025Updated last year
- Antenna Calculation and Autotuning (AntennaCAT) is a comprehensive implementation of machine learning to automate, evaluate, and optimize…☆24Jun 6, 2026Updated 4 months ago
- Inverse design of Plasmonic Metasurfaces with Bidirectional Adversarial AutoEncoder☆17Aug 11, 2025Updated last year
- ☆16Nov 29, 2022Updated 3 years ago
- Optimization of Yagi Antenna Based on Reinforcement Learning Framework Parl☆18Jul 26, 2023Updated 3 years ago
- GAN-enabled metasuraface design☆73Jan 14, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This is the SUTD PRT dataset for Metasurface Machine Learning☆28Apr 10, 2023Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆125Dec 26, 2025Updated 10 months ago
- ☆22Jun 19, 2025Updated last year
- CST design files of antennas used in my researches and projects.☆176May 14, 2019Updated 7 years ago
- ☆26Jun 19, 2025Updated last year
- Antenna Resonance Intelligence Architect☆34Updated this week
- inverse design of metasurface☆14Mar 25, 2026Updated 7 months ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆142Apr 2, 2026Updated 6 months ago
- Training neural networks for inverse design of nanophotonic gratings.☆21Dec 15, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆39Mar 26, 2021Updated 5 years ago
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆25Oct 27, 2023Updated 3 years ago
- Frame work for optimizing sparse antenna array using deep learning☆17May 23, 2024Updated 2 years ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆122Jul 3, 2025Updated last year
- Neural operator surrogates for electromagnetic inverse design☆52Feb 28, 2024Updated 2 years ago
- AntennaCalculator: An Open-Source Antenna Design Tool☆31Jul 23, 2026Updated 3 months ago
- ☆18May 3, 2021Updated 5 years ago
- ☆20Jul 11, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Dynamical Metasurface Aperture Simulation using CST-Matlab API☆15Jun 22, 2021Updated 5 years ago
- CST-MATLAB-API☆287Sep 27, 2018Updated 8 years ago
- Code for simulating the inverse scattering problem in the context of indoor imaging using Wi-Fi waves☆12Dec 16, 2021Updated 4 years ago
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆73Aug 3, 2026Updated 2 months ago
- 超透镜设计（Windows部分）☆15Jul 17, 2026Updated 3 months ago
- A simple GUI tool for antenna array analysis☆180Updated this week