(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.
☆86Feb 7, 2024Updated 2 years ago
Alternatives and similar repositories for DFlat-tensorflow
Users that are interested in DFlat-tensorflow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆118Jul 3, 2025Updated last year
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 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
- ☆21Sep 6, 2024Updated last year
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆234Jun 3, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- RCWA with inherent automatic differentiation using TensorFlow☆51Jun 24, 2021Updated 5 years ago
- Code for the CVPR 2022 paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆28Oct 6, 2022Updated 3 years ago
- ☆152May 4, 2021Updated 5 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Oct 27, 2023Updated 2 years ago
- Repository for "360° Structured Light with Learned Metasurfaces"☆31Jun 11, 2024Updated 2 years ago
- ☆27May 4, 2025Updated last year
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆73Aug 3, 2026Updated last week
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆180Jan 18, 2024Updated 2 years ago
- ☆66Mar 15, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository for "Multilevel Diffractive Optics Design".☆33Nov 20, 2024Updated last year
- Code associated with the paper "Deep Optics for Single-shot High-dynamic-range Imaging"☆59Aug 18, 2020Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆34Feb 25, 2026Updated 5 months ago
- ICCP2021: Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation☆73Jun 10, 2021Updated 5 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆52Apr 1, 2024Updated 2 years ago
- Repository for "Neural Nano-Optics for High-quality Thin Lens Imaging"☆104Nov 29, 2021Updated 4 years ago
- Inverse design of metasurface with non-local interations☆46Sep 8, 2023Updated 2 years ago
- Pado: Pytorch Automatic Differentiable Optics☆169Oct 6, 2025Updated 10 months ago
- ☆100May 8, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆43Feb 25, 2021Updated 5 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Sep 8, 2022Updated 3 years ago
- GAN-enabled metasuraface design☆72Jan 14, 2021Updated 5 years ago
- GPU-accelerated RCWA with automatic differentiation☆194Jun 15, 2024Updated 2 years ago
- Official Implementation of the Paper "Learned Large Field-of-view Imaging Through Thin Plate Optics"☆39Jan 21, 2020Updated 6 years ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 years ago
- Official code repository for the paper: "Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging"☆16Jan 18, 2024Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆125Dec 26, 2025Updated 7 months ago
- ☆16Apr 12, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [Optica] Modeling Off-Axis Diffraction with Least-Sampling Angular Spectrum Method☆81Sep 15, 2024Updated last year
- Official code repository for the paper: "The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Dete…☆26Oct 27, 2023Updated 2 years ago
- Auto Differentiable Ray Tracing Framework☆24May 9, 2024Updated 2 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Dec 20, 2023Updated 2 years ago
- Code and data for Neural Holography☆221Dec 2, 2023Updated 2 years ago
- ☆15Feb 8, 2023Updated 3 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆28Apr 10, 2023Updated 3 years ago