The Virtual Planet Simulator
🪐 ML-powered exoplanet habitability predictor | Flask API + Interactive Dashboard | Tuned Random Forest | ESI Calculation | Deployed on Render
Exoplanet Life Probability Calculator
The Planetary Habitability Library
Source code to calculate the Habitability Index for Transiting Exoplanets (HITE).
TID-AD-ASTRA (“To the Stars”) is an explainable-AI system that interprets planetary data from NASA’s Exoplanet Archive and the Open Exoplanet Catalogue. It predicts exoplanet habitability and provides transparent explanations behind every decision — helping scientists, educators, and explorers understand how AI perceives alien worlds.
Score exoplanet habitability using equilibrium temperature
Planet 112, built using Unity. Amoriem Lab's third long-term project: a fantasy RPG where the player embarks on a mission to restore a planet's atmosphere by planting long-lost seeds from the past.
Third place solution for the MarsSpectrometry 2 Gas Chromatography NASA competition on Drivendata
This is the source code to post-process model outputs and perform the analyses as published in Adams, Colose, Merrelli, Turnbull, & Kane (2024).
"Silicates Eroded under Simulated Martian Conditions Effectively Kill Bacteria - A Challenge for Life on Mars" published in Frontiers in Microbiology (2017)
Interactive calculator for estimating potentially Earth-like planets across the Milky Way and the observable universe using transparent astrophysical assumptions.
Deterministic habitability index for exoplanets – Final Master’s Thesis, Master’s in Data Science and Big Data, MIOTI Tech School.
Hybrid simulator (Python/C) for studying stellar winds, exoplanetary magnetospheric shields, and Habitability Zone mapping.
Interactive 2D-EBM Digital Twin of TRAPPIST-1e. Real-time climate simulation, mass-conserving hydrology, and biosignature response to M-dwarf stellar flares. Built for HACK-4-SAGES 2026.
Climate projections for any place on Earth, year by year to 2100 — see where stays livable. Grounded in CMIP6/IPCC models, NASA sea-level data, and ETCCDI extreme-climate indices, with every number traceable to a public source. Compare cities; check heat, drought, and flood risk. Free and open.
Automated framework for water-rich exoplanet characterization using JWST transmission spectroscopy.
A web framework where habitability is a structural constraint, not a suggestion. Built by The Human Pattern Lab.
NASA Space Apps 2024 Global Nominee platform for exoplanet habitability assessment using NASA data, Python, Scikit-learn, MySQL, React, and Vercel.
Student-facing ASTR 120 JupyterBook on astrobiology, habitability, exoplanets, SETI, and the search for life in the universe.
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