3 physical problems + multiple ML architectures benchmarking
☆17Sep 19, 2022Updated 4 years ago
Alternatives and similar repositories for ML_MM_Benchmark
Users that are interested in ML_MM_Benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22May 28, 2024Updated 2 years ago
- Data files and Matlab codes for analyzing a multilayer thin-film photonic radiative cooler☆11May 9, 2020Updated 6 years ago
- ☆16Apr 30, 2025Updated last year
- This program designs thin-film optical structures to match target spectral properties using the memetic algorithm☆16Jan 1, 2018Updated 8 years ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 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.
- Repo for paper "Inverse deep learning methods and benchmarks for artificial electromagnetic material design"☆24Jun 10, 2022Updated 4 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆236Jun 3, 2022Updated 4 years ago
- ☆16Dec 26, 2021Updated 4 years ago
- Inverse design of nanophotonic devices using generative adversarial networks☆12May 12, 2026Updated 5 months ago
- Optical Prediction Neural Network -- Emulating Optical Simulations with a Neural Network☆12Jan 18, 2023Updated 3 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 4 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆25Oct 27, 2023Updated 2 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆21Aug 18, 2020Updated 6 years ago
- a simple MATLAB HFSS API for vortex metasurface generation☆74Dec 23, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A method of machine-learning aided design (MLAD) is proposed for accelerated design and synthesis of multi-beam metasurface antennas.☆101Oct 16, 2024Updated last year
- Repository for "360° Structured Light with Learned Metasurfaces"☆31Jun 11, 2024Updated 2 years ago
- ☆13Jul 3, 2019Updated 7 years ago
- GAN-enabled metasuraface design☆73Jan 14, 2021Updated 5 years ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆13Jun 22, 2023Updated 3 years ago
- A browser-based visualization of chemistry papers, specifically morphology, material, and chemical data extracted from them. The UI was m…☆10Jun 21, 2022Updated 4 years ago
- ☆32Apr 15, 2024Updated 2 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆30Jul 30, 2021Updated 5 years ago
- This is the code for utilizing Stacked Intelligent Metasurfaces (SIM) to implement Multiuser precoding☆18Jul 17, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Apr 16, 2020Updated 6 years ago
- code and data for paper Joint Image and Depth Estimation with Mask-Based Lensless Cameras☆12Oct 4, 2020Updated 6 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆55Nov 24, 2023Updated 2 years ago
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆15Jan 31, 2022Updated 4 years ago
- All the codes and data used in "Inverse design of soft materials via a deep-learning-based evolutionary strategy", by G. M. Coli, E. Boat…☆12Oct 26, 2021Updated 4 years ago
- ☆47Jun 1, 2025Updated last year
- ☆15Feb 8, 2023Updated 3 years ago
- ☆45Feb 25, 2021Updated 5 years ago
- PyTorch code for IEEE TCI2022 paper "Deep Hyperspectral Image Fusion Network with Iterative Spatio-Spectral Regularization"☆10May 10, 2022Updated 4 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.
- Minimal PyTorch Library for Natural Evolution Strategies☆18Sep 29, 2021Updated 5 years ago
- Rigorous Diffraction Interface Theory (R-DIT) based on PyTorch: https://opg.optica.org/oe/fulltext.cfm?uri=oe-32-8-13986&id=548527☆19Apr 13, 2026Updated 6 months ago
- ☆13Nov 9, 2015Updated 10 years ago
- IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23☆16Oct 21, 2023Updated 2 years ago
- ☆21May 26, 2023Updated 3 years ago
- Implementation of "Exponential Natural Evolution Strategies" (xNES) https://arxiv.org/abs/1106.4487☆20Dec 11, 2019Updated 6 years ago
- 一个针对JPEG格式图像提取原始数据，方便图像数据操作的python库☆19Aug 25, 2020Updated 6 years ago