June 20, 2024
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The surprising places you’ll find machine learning (VIDEO)


LLNL data scientists are applying ML to real-world applications on multiple scales. A new DSI-funded video highlights research at the nanoscale (developing better water treatment methods by predicting the behavior of water molecules under the extremely confined conditions of nanotubes); mesoscale (determining the likelihood and location of a dangerous wildfire-causing phenomenon called arcing); and macroscale (simulating methods for increasing efficiency for the removal of carbon from the atmosphere). In this video, researchers Anh Pham, Indra Chakraborty, and Youngsoo Choi explain why problems like water filtration, wildfires, and carbon capture are becoming more solvable thanks to groundbreaking data science methodologies on some of the world’s fastest computers. Watch on YouTube.