MuSCAT2 transit analysis pipeline
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Updated
Nov 16, 2023 - Jupyter Notebook
MuSCAT2 transit analysis pipeline
Using multilayer perceptrons and LSTMs for detecting exoplanets in Kepler's data, applying techniques like SMOTE, Fourier transformation or Gaussian filters. Final project for my computer degree.
Senior Honours Telescope Group Project: Deriving Planetary Properties of Exoplanet WASP-2b
This repository contains submission for the intra-college astronomy hackathon
Code for planetary systems numerical analysis
Installation bundles for EXOTIC (https://github.com/rzellem/EXOTIC)
Kepler jump and systematics correction using Variational Bayes and shrinkage priors.
Repository for a final Degree Project in Physics. The project is based on simulation, detection, and characterization of exoplanet transits with Kepler space mission.
Using machine learning method to search exoplanets in Kepler mission.
Looking for exoplanets? Look no further! This MATLAB code is your ticket to finding those elusive transits. With just a few lines of code, you'll be detecting exoplanets.
Extreme Value Theory for comparing periodograms: Optimizing future transiting exoplanet surveys
TTV analysis of Gl 357b (TOI 562.01)
Maps a light curve to a transit shape.
A Machine Learning Approach to Exoplanet Detection
Prediction of a star light curve behaviour with a neural network
Ground-based transmission spectroscopy of WASP-80b
Fit noisy exoplanet photometry using Gaussian Processes
Analyzed the lightcurve of the star TIC-239332587 and discovered dips in brightness that indicate a planet, which to my knowledge is not listed in any Exoplanet archive.
Public repository of our works in Exoplanet analysis with Deep Learning
A general photodynamical code for exoplanet light curves
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