The Virtual Planet Simulator

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.

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.

Deterministic habitability index for exoplanets – Final Master’s Thesis, Master’s in Data Science and Big Data, MIOTI Tech School.

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 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.

Automated framework for water-rich exoplanet characterization using JWST transmission spectroscopy.

A project that uses a trained ML model to estimate exoplanet habitability from the PHL exoplanet catalog. Includes a web interface plus the training script and dataset so you can inspect or retrain the model.

This repository is my MSc dissertation on assessing our capabilities and ability to detect habitable exomoons around gas giants exoplanets.

Active Learning for Exoplanet Habitability Classification under Extreme Class Imbalance

Authors: Jamie Farquharson, Delaney Dyment, Kohl Hedley, Jonathan Irving

Course material for the Microbial Metabolism and Habitability class at the University of Naples Federico II