"Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy" (modified) tf implementation
☆33Jun 19, 2021Updated 5 years ago
Alternatives and similar repositories for Probabilistic_representation_and_inverse_design_tf
Users that are interested in Probabilistic_representation_and_inverse_design_tf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- ☆42Apr 16, 2022Updated 4 years ago
- ☆14Mar 29, 2020Updated 6 years ago
- ☆35Mar 13, 2023Updated 3 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆13Mar 7, 2022Updated 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.
- 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
- ☆20May 13, 2023Updated 3 years ago
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆31Oct 17, 2024Updated 2 years ago
- Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures. Research AAAS & NeurIPS ML4PS.☆21Jul 4, 2022Updated 4 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆21Dec 15, 2021Updated 4 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆125Dec 26, 2025Updated 10 months ago
- Code for inverse design of metasurface☆22Feb 23, 2024Updated 2 years ago
- RCWA simulation of metasurface library☆11Jun 20, 2023Updated 3 years ago
- Data and code for our paper "Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning".☆14Jan 20, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- Design of mechanical metamaterials in python3 and C☆13Jul 6, 2023Updated 3 years ago
- ☆35Mar 29, 2021Updated 5 years ago
- Matlab library for nanophotonic inverse design☆22Aug 19, 2013Updated 13 years ago
- given bandgap distribution, predict phononic crystals' topological structure via ai tech(CNN-AE + MLP), using pytorch☆10Jun 13, 2022Updated 4 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆21Aug 18, 2020Updated 6 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Mar 30, 2022Updated 4 years ago
- Python scripts facilitating the use MEEP finite-difference time-domain simulation, focused on the research of metamaterials (MM) and phot…☆12Apr 9, 2014Updated 12 years ago
- Computing the Bandgap of a 2D Photonic Crystal by COMSOL-MATLAB Scripting☆60Aug 2, 2018Updated 8 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.
- PyTorch implementation of tandem neural networks.☆25May 18, 2021Updated 5 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆30Jul 30, 2021Updated 5 years ago
- Implementation of some scientific papers used in the acoustic metamaterials research field, with focus on acoustic absorption.☆16Aug 6, 2020Updated 6 years ago
- ☆10May 3, 2019Updated 7 years ago
- Matlab code to extract multipole representations from the metamaterials modelled in COMSOL 4☆10Feb 25, 2022Updated 4 years ago
- Neural Networks for Optical Inverse Design☆23Sep 25, 2017Updated 9 years ago
- An nanophotonics solver for inverse design of metamaterials☆15Sep 23, 2023Updated 3 years ago
- Neural Inverse Design of Nanostructures☆55Oct 31, 2023Updated 3 years ago
- Library to dock molecules in crystal structures, including nanoporous materials☆15Sep 14, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Dec 27, 2023Updated 2 years ago
- ☆12Jun 10, 2024Updated 2 years ago
- Repo for paper "Inverse deep learning methods and benchmarks for artificial electromagnetic material design"☆24Jun 10, 2022Updated 4 years ago
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆22Sep 8, 2025Updated last year
- 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
- Efficient electromagnetic solver based on rigorous coupled-wave analysis for 3D and 2D multi-layered structures with in-plane periodicity…☆76Nov 2, 2024Updated 2 years ago
- Design code of 1D free-from deflector metasurface☆22Sep 5, 2023Updated 3 years ago
Are these results useful?