PyTorch implementation of tandem neural networks.
☆25May 18, 2021Updated 5 years ago
Alternatives and similar repositories for tandem_neural_network
Users that are interested in tandem_neural_network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Sep 8, 2022Updated 4 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆13Mar 7, 2022Updated 4 years ago
- ☆16Nov 29, 2022Updated 3 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆39Mar 26, 2021Updated 5 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 5 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.
- C++ source code for FDTD simulations of time-varying metasurfaces for frequency manipulation (work in progress)☆11Oct 26, 2020Updated 6 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 3 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆28Dec 20, 2023Updated 2 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆84Dec 7, 2022Updated 3 years 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
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Mar 30, 2022Updated 4 years ago
- ☆14Dec 13, 2018Updated 7 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆74Aug 3, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆18May 3, 2021Updated 5 years ago
- IPLNet: a neural network for intensity-polarization imaging in low-light☆14Apr 2, 2022Updated 4 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆15Aug 22, 2019Updated 7 years ago
- ☆47May 17, 2019Updated 7 years ago
- Berry curvature and (valley) Chern number are computed for 2D photonic crystals☆17Sep 8, 2023Updated 3 years ago
- Neural Inverse Design of Nanostructures☆55Oct 31, 2023Updated 3 years ago
- ☆32Apr 15, 2024Updated 2 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 years ago
- Automated Discovery and Optimization of 3D Topological Photonic Crystals☆12Mar 16, 2023Updated 3 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.
- Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures. Research AAAS & NeurIPS ML4PS.☆21Jul 4, 2022Updated 4 years ago
- ☆45Updated this week
- Optimization and inverse design of photonic chips using deep reinforcement learning☆108Apr 11, 2023Updated 3 years ago
- A database of polarimetric and multispectral images in the visible and NIR regions☆25Oct 9, 2018Updated 8 years ago
- ☆15Dec 2, 2019Updated 6 years ago
- ☆20Jul 11, 2020Updated 6 years ago
- Programs for density-of-states calculation in band theory, especially in photonic crystals.☆17Aug 26, 2022Updated 4 years ago
- ☆13Feb 1, 2018Updated 8 years ago
- a simple MATLAB HFSS API for vortex metasurface generation☆74Dec 23, 2021Updated 4 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.
- This is the implementation of the "parameter constrained spectral encoder and decoder (PCSED)" introduced in the paper "Deep-Learned Broa…☆27Jul 17, 2021Updated 5 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
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆21Aug 18, 2020Updated 6 years ago
- Tensorflow/Keras implementation of a Conditional Generative Adversarial Network (CGAN) model that can be used for image denoising or arte…☆13May 13, 2019Updated 7 years ago
- MATLAB functions for solving linear inverse problems through a combination of Tikhonov and TV regularization terms, subject to a constrai…☆12Jun 28, 2022Updated 4 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆21Mar 25, 2024Updated 2 years ago