Repo for paper "Inverse deep learning methods and benchmarks for artificial electromagnetic material design"
☆19Jun 10, 2022Updated 3 years ago
Alternatives and similar repositories for AEM_DIM_Bench
Users that are interested in AEM_DIM_Bench are comparing it to the libraries listed below
Sorting:
- Predicting spectral emissivity of particles from a given material and geometry using decision trees and random forest.☆10May 12, 2021Updated 4 years ago
- ☆22May 28, 2024Updated last year
- ☆16May 3, 2021Updated 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…☆11Oct 26, 2021Updated 4 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Dec 20, 2023Updated 2 years ago
- ☆16Apr 12, 2019Updated 6 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆14Aug 22, 2019Updated 6 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 years ago
- An Efficient 51 lines Matlab code for topology optimization.☆18Feb 28, 2019Updated 7 years ago
- ☆15Apr 30, 2025Updated 10 months ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆89Apr 11, 2023Updated 2 years ago
- Inverse design of metasurface with non-local interations☆42Sep 8, 2023Updated 2 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆206Jun 3, 2022Updated 3 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆51Nov 24, 2023Updated 2 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Oct 27, 2023Updated 2 years ago
- ☆26Apr 15, 2024Updated last year
- Automated Metasurface Design by Machine Learning☆19Nov 23, 2020Updated 5 years ago
- a simple MATLAB HFSS API for vortex metasurface generation☆73Dec 23, 2021Updated 4 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆21Aug 18, 2020Updated 5 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆25Apr 10, 2023Updated 2 years ago
- Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures. Research AAAS & NeurIPS ML4PS.☆21Jul 4, 2022Updated 3 years ago
- Next-generation sequencing analysis pipelines & scrips☆10Nov 25, 2020Updated 5 years ago
- Analyzing thin-layer chromatography (TLC) chromatograms☆17May 6, 2024Updated last year
- Repository for "360° Structured Light with Learned Metasurfaces"☆29Jun 11, 2024Updated last year
- Appendix D of Hanwei's B. S. Thesis☆28Jun 5, 2019Updated 6 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Jul 30, 2021Updated 4 years ago
- ☆65Mar 15, 2022Updated 3 years ago
- SMILES Toolkit☆25Jul 9, 2025Updated 7 months ago
- Graph-based machine learning for chemical property prediction☆33Feb 13, 2025Updated last year
- Features Based Conformational Clustering of MD trajectories. See details at:☆10Nov 20, 2025Updated 3 months ago
- gmx_corr converts the covariance matrix which is produced by GROMACS covar to cross correlation matrix and creates a heat map figure.☆11Oct 11, 2022Updated 3 years ago
- AI for a cure, a combination of Latent-GAN and VAE-JTNN to create 100% valid drug like molecules☆10Mar 16, 2020Updated 5 years ago
- The Density Functional Theory for Electrolyte Solutions☆10Sep 13, 2022Updated 3 years ago
- Developing a Deep learning classification-based model for screening pharmaceutical compounds with hERG inhibitory activity (cardiotoxicit…☆14Oct 2, 2024Updated last year
- Neural Inverse Design of Nanostructures☆48Oct 31, 2023Updated 2 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆84Feb 7, 2024Updated 2 years ago
- ☆11Apr 10, 2022Updated 3 years ago
- A program for the conformational search in flexible acyclic molecules☆11Jul 12, 2022Updated 3 years ago
- DNA and RNA variant calling pipelines with HLA typing and Neoantigen predictions☆11Jul 8, 2021Updated 4 years ago