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Machine Learning Could be Key to Early Leakage Detection in Underground Carbon Storage Sites

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SLIM Group CNF.jpeg
Mercury ID
672627
Dec 20, 2023

The feasibility study by Georgia Tech researchers explores using conditional normalizing flows (CNFs) to convert seismic data points into usable information and observable images. This potential ability could make monitoring underground storage sites more

Award-Winning Algorithm Used on Mars Rover Helps Scientists on Earth See Data in a New Way

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Mercury ID
675051
Sep 19, 2024

Ph.D student Austin P. Wright wins a best paper runner-up award at an international conference for an algorithm used on the Mars Perseverance Rover than can be used in applications in earth science and other fields.

Machine Learning Encoder Improves Weather Forecasting and Tsunami Prediction

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Latent-EnSF-2.jpg
Mercury ID
676555
Mar 14, 2025

Ph.D. student Phillip Si and Assistant Professor Peng Chen developed Latent-EnSF, a technique that improves how ML models assimilate data to make predictions.

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