A machine learning repository used in my Bachelor Thesis for developing models for nanophotonics
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Updated
Feb 19, 2022 - Jupyter Notebook
A machine learning repository used in my Bachelor Thesis for developing models for nanophotonics
RPExpand: Software for Riesz projection expansion of resonance phenomena.
Scripts for the 2-port Transfer Matrix Method (TMM) written in Julia.
Electrodynamics simulator for calculating the fields and potentials generated by moving point charges and simulating oscillating dipoles with and without periodic mechanical motion.
Calculate scattering cross section using Mie theory
This program is used to calculate the multipole decomposition of electric and magnetic fields in solid dielectric objects and to calculate the contribution of multipole resonances.
Transmission matrix method code in momentum space for multilayer photonic structures.
This public repository is intended to allow users of the Diogenes software suite to submit bugs encountered.
The code for the work presented in the research paper titled "Nanophotonic Structure Inverse Design for Switching Application Using Deep Learning"
Calculating optical cross sections from an arbitrary scatterer using surface integral equation.
The code for the work presented in the research paper titled "***"
Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Reference: https://pubs.acs.org/doi/full/10.1021/acsphotonics.0c01067
Computational Photonics in Python with the finite element method. Mirror of https://gitlab.com/gyptis/gyptis
Computes the optical properties (transmission, absorption, reflexion) of a multilayer system (dielectric or metallic layers), and the resulting 3D temperature distribution due to absorption. https://aip.scitation.org/doi/10.1063/5.0057185
3D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods.
An nanophotonics solver for inverse design of metamaterials
Julia implementation of Mie theory for nanophotonics
Free and open-source code package designed to perform PyMEEP FDTD simulations applied to Plasmonics (UBA+CONICET) [Buenos Aires, Argentina]
Arrayed Waveguide Grating (AWG) model and simulation in Matlab
2D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods.
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