Using deep reinforcement learning to design a broadband acoustic cloak. Created under the supervision of PhD. Feruza Amirkulova and PhD Peter Gerstoft. With the help of: Linwei Zhou, Peter Lai, and Amaris De La Rosa.
☆21Jul 4, 2021Updated 4 years ago
Alternatives and similar repositories for Reinforcement-Learning-Applied-To-Metamaterial-Design
Users that are interested in Reinforcement-Learning-Applied-To-Metamaterial-Design are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34Mar 13, 2023Updated 3 years ago
- Implementation of some scientific papers used in the acoustic metamaterials research field, with focus on acoustic absorption.☆15Aug 6, 2020Updated 5 years ago
- Software to design directionally compliant metamaterials☆13Nov 2, 2018Updated 7 years ago
- Repository for the paper "multiscale coupling of surface temperature with solid diffusion in large lithium-ion pouch cells"☆14Nov 3, 2023Updated 2 years ago
- Python library for designing and producing masks for Micro Optical Elements☆16Mar 26, 2026Updated 3 weeks ago
- 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.
- The path to an EM expert☆14Mar 7, 2025Updated last year
- ☆14Dec 27, 2023Updated 2 years ago
- Implementation of some scientific papers used in the acoustic metamaterials research field, with focus on acoustic absorption.☆13Dec 11, 2020Updated 5 years ago
- ☆25Updated this week
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- ☆13Jan 23, 2022Updated 4 years ago
- Repo for paper "Inverse deep learning methods and benchmarks for artificial electromagnetic material design"☆20Jun 10, 2022Updated 3 years ago
- This is the repository of code and data for paper "Machine learning-enabled chemical space exploration of all-inorganic perovskites for p…☆11Sep 23, 2024Updated last year
- ☆20Jun 19, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆18Dec 28, 2021Updated 4 years ago
- Optical Prediction Neural Network -- Emulating Optical Simulations with a Neural Network☆12Jan 18, 2023Updated 3 years ago
- This is the pipeline of our new article "Enzyme Co-Scientist: Harnessing Large Language Models for Enzyme Kinetic Data Extraction from Li…☆17May 23, 2025Updated 10 months ago
- A simple python/numpy script for calculating successive Brillouin zones of lattices.☆10Nov 20, 2016Updated 9 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆53Nov 24, 2023Updated 2 years ago
- Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309…☆13Jun 23, 2019Updated 6 years ago
- A conda-smithy repository for lammps.☆10Mar 16, 2026Updated last month
- Python package for matrix storage and operations on hetnets☆14Mar 30, 2023Updated 3 years ago
- ☆21Nov 29, 2022Updated 3 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.
- Unsupervised fingerprinting of disordered solids leading to analogical materials discovery.☆10Feb 14, 2023Updated 3 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆19Mar 21, 2023Updated 3 years ago
- ChemDataExtractor 2.1 that has been modified for extracting properties of molecular thermally-activated delayed fluorescent (TADF) materi…☆13May 23, 2025Updated 10 months ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆12Jun 22, 2023Updated 2 years ago
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Mar 19, 2021Updated 5 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16May 22, 2024Updated last year
- Primer of crystal symmetry and space group☆17Jan 7, 2026Updated 3 months ago
- Calculate 3rd order elastic constant.☆13Mar 23, 2025Updated last year
- Non-line-of-sight Surface Reconstruction Using the Directional LCT☆23Jan 26, 2021Updated 5 years ago
- 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.
- The official implementation of the method of Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive Object Detection☆24Sep 15, 2023Updated 2 years ago
- ☆13Jan 4, 2024Updated 2 years ago
- Calculates the pair distribution function (PDF) of a POSCAR file.☆12Mar 7, 2016Updated 10 years ago
- Computational experiments using SMACT for materials design☆11Jul 3, 2020Updated 5 years ago
- Tutorials of codes such as VASP, Quantum Espresso and Lammps☆14Apr 9, 2026Updated last week
- ☆11Jan 24, 2022Updated 4 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆85Feb 7, 2024Updated 2 years ago