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An interactive simulation quantifying the multi-trillion dollar economic and humanistic cost of Kessler Syndrome, the catastrophic end of space access.
We created an exoplanet habitability ranking system, and calculated the trajectory to get to our top scoring exoplanet.
Interplanetary Shock Predictor forecasts the arrival time of interplanetary shocks from CMEs, using CME speed to predict shock transit times for space weather research.
We expose "weightless growth" in the space economy, separating real productive industries from inflation illusions through interactive visuals and forecasts that guide smarter investment.
Using Generalized Additive Models with selected interactions, we aim to better understand relationships between stars and their exoplanets.
We're exploring the problem statement: How can we identify and quantify historical economic of indicators space-related industries, risk, and growth potential to develop investment strategies?
Saving Space with the use of a stacking ensemble of multiple regressors trained on astronaut data to estimate mission duration, resulting in a Risk Prediction score.
Our project aims to offer the solution to maximize the space economy and optimize its labour market. We seek the intersection of the most important industries to the economy and employment.
Goldilocks is a machine learning project that predicts whether an exoplanet is potentially habitable based on its physical and stellar properties.
This project provides insights into the U.S. space economy over the time frame of 2012-2023. We have identified several trends in economy, employment, and compensation.
Satellite-Economic ML Pipeline for Real Estate Investment Intelligence
Space is bustling with thousands of satellites, yet for most of us, they remain invisible, mere data points in complex datasets. We saw this challenge and envisioned a more interactive future.
A production-ready asteroid risk prediction system built on real NASA JPL Close Approach Data (CAD) used to train a RandomForest prediction model.
Make your portfolio blast off
Project Goldilocks is an interactive toolkit that analyzes NASA exoplanet data, scoring habitability, visualizing systems, and generating AI-powered stories of worlds too hot, too cold, or just right.
Resilience Explorer is a Streamlit app that shows how industries bounce back from economic shocks with easy to use graphs and filters.
Using machine learning to model exoplanet atmospheres from Earth and Mars climate data.
Have you ever been curious about astronaut performance metrics? Well our site is the one for you!
A website for people of all ages to find their perfect planet.
Space studies are good for the economy
With global warming increasing the severity of wildfires and drought how can we fight back? Our answer: by modeling the most at risk areas using NASA satellite data to aid in disaster prevention.
NEOGuard visualizes satellite orbits in 3D using real-world data. Its physics-informed neural network predicts trajectories and scores collision risks, promoting awareness and safety in Earth's orbit.
A tape measure for your telescope!
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