pearsonkyle/Exoplanet-Mass-Fractionation

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1
Language
Python
License
GNU General Publi...
Created over 6 years ago
Updated over 6 years ago

pearsonkyle/Exoplanet-Mass-Fractionation

pearsonkyle

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Atmospheric escape calculation for the crossover mass at which a heavier second constituent will not be dragged along with a lighter constituent (i.e. H).

Data-VisualizAR

Visualize data or 3D models (.obj) in augmented reality through the web with Google Poly, AR.js, flask.py (Mobile compatible)

Artificial-Art

Create animated art pieces with machine learning using a DCGAN. Procedurally generate tiles for any type of mosaic.

Neural-Nebula

A deep conv. generative adversarial network trained on nebula and images of space

Signal-Alignment

Algorithms to align 1D signals via cross correlation and likelihood maximization.

Exoplanet-Artificial-Intelligence

Machine learning is used to search for signals of transiting exoplanets in planetary search surveys (e.g. Kepler and TESS).

Nbody-AI

A python 3 package for generating N-body simulations, computing transit timing variations (TTV) and retrieving orbit parameters from TTV measurements within a Bayesian framework using machine learning

pyduino_webapi

Instructable tutorial on controlling an arduino device via a web api in python

Exoplanet-Light-Curve-Analysis

A python package for modeling exoplanet light curves with nested sampling.

brave_ad_clicker

A Python bot to automatically close ads on the Brave browser

Mars-Machina

A deep conv. variational autoencoder is trained on digital terrain maps of Mars from HiRise/MRO. 3D surfaces are procedurally generated from the latent space in Unity

pyduino_leapmotion

Instructable tutorial for building a hand tracking robotic arm using python, arduino and a leap motion controller.

PhotometryTools

Tools for performing aperture and PSF photometry in real time

Unity-Variational-Autoencoder

A variational autoencoder made with tensorflow loaded into Unity for the procedural generation of 3D surfaces

HiRISE-3D-Model

A python tool for creating 3D Models (.obj, .glb, .gltf) of terrain maps in Blender

Planetary-Collision-VR

3D visualizations of planetary collisions in virtual reality with SteamVR and Unity.

Exo-Machina

A large language model, GPT-2, is trained on ~1.6M manuscript abstracts from the ArXiv. Fine-tuning is performed with the abstracts from NASA's ADS and the model is later used to generate text for a predictive keyboard

GeneticNeuralNetwork

A custom genetic algorithm is used to optimize the architecture of a deep neural network

Exoplanet-Mapping

A Spitzer IRAC data reduction pipeline and 3D exoplanet brightness model using spherical harmonics

G-Force-Flow

In this physics based platformer you must traverse an artificial gravity field inside a spatially tessellated void. Convert gravitational potential energy into kinetic energy as you swing, jump and phase your way through obstacles.

Exoplanet-Ionization

Compute alkali abundances in exoplanetary atmospheres subject to ionizing radiation.

Animated-LED-Strip

A programmable LED strip with animations from a Gemma M0 microcontroller and CircuitPython

Exoplanet-Transit-Periodogram

A custom transit periodogram which includes limb darkening effects. A transit model is quickly optimized using a linear least sq approach in order to derive a robust S/N measurement for a range of periods, durations and mid-transit epochs.

Stock-Suite

A collection of APIs and algorithms to trade stocks

Art-with-Depth

a collection of A.I. generated images with depth maps rendered on the web with p5js + glsl shader

3D-Abstract-Frames

A simple smart contract and a python script for minting non-fungible tokens (ERC 721) using the Polygon blockchain

Rayleigh-Scattering

Empirical fits to Rayleigh scattering cross section measurements in historic data of H2, N2 and CO2 (~300-900 nm).