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SUMMARY:Emulating the Climates of Potentially Habitable Exoplanets with Ma
 chine Learning - Edward Stevenson (University of Cambridge)
DTSTART:20260318T131500Z
DTEND:20260318T134000Z
UID:TALK245839@talks.cam.ac.uk
CONTACT:Cristiano Longarini
DESCRIPTION:We present an emulator that predicts the 3D climate of rocky e
 xoplanets in milliseconds\, with calibrated uncertainties. Trained on simu
 lations from multiple GCMs\, it produces spatially resolved fields of temp
 erature\, humidity\, winds\, clouds\, and radiation across a broad space o
 f planet properties\, including M-dwarf to G-star hosts and snowball world
 s to moist greenhouses. Emulator errors are comparable to or smaller than 
 the disagreement between GCMs themselves.
LOCATION:Hoyle Lecture theatre + Zoom 
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