Exoplanet vetting
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Updated
Jun 3, 2024 - Jupyter Notebook
Exoplanet vetting
Fast & scalable MCMC for all your exoplanet needs!
Tool for Rating Interesting Candidate Exoplanets and Reliability Analysis of Transits Originating from Proximate Stars
A set of Astronomical utility functions. PANOPTES style. 🛠️ 🔭 🌠
A Community Tool for Transiting Exoplanet Science with the JWST & HST
Extreme Value Theory for comparing periodograms: Optimizing future transiting exoplanet surveys
Python toolkit for calculating stellar limb darkening profiles and model-specific coefficients using the stellar atmosphere spectrum library by Husser et al. (2013). Described in Parviainen & Aigrain, MNRAS 453, 3821–3826 (2015).
Tools for mapping stars and planets.
Predicting potential exoplanets in star systems using light intensity curves data derived from observations made by the NASA Kepler space telescope.
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.
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 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.
Typescript code for illustrating mathematical, physical and astromonical problems. The applets provided here are used on my webpage for educational purposes.
MuSCAT2 transit analysis pipeline
This repository contains submission for the intra-college astronomy hackathon
Using machine learning method to search exoplanets in Kepler mission.
Installation bundles for EXOTIC (https://github.com/rzellem/EXOTIC)
K2 systematics correction 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
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