habitability

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.

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

Score exoplanet habitability using equilibrium temperature

Hybrid simulator (Python/C) for studying stellar winds, exoplanetary magnetospheric shields, and Habitability Zone mapping.

This is the source code to post-process model outputs and perform the analyses as published in Adams, Colose, Merrelli, Turnbull, & Kane (2024).

Interactive calculator for estimating potentially Earth-like planets across the Milky Way and the observable universe using transparent astrophysical assumptions.

Simulador de interacción planeta–estrella: órbita, rotación, campo magnético y habitabilidad (MHI). Versión pública AGPL con 47 planetas.

Build a planet, test origins-of-life scenarios, and explore evolution in a reproducible browser simulation. Try the live demo.

Atmospheric simulations of the Earth and Exoplanets with four 1D photochemical models & a 3D Chemistry Climate Model.

"Silicates Eroded under Simulated Martian Conditions Effectively Kill Bacteria - A Challenge for Life on Mars" published in Frontiers in Microbiology (2017)

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

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.

Archive-driven, reproducible search for Earth-like exoplanets using public catalogues, habitable-zone filters, planetary parameters, Bayesian reasoning, provenance checks and interactive visual analysis to narrow thousands of records into high-interest candidates.

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.