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Journal of Geophysical Research: Machine Learning and Computation

A satellite image of four tropical cyclones with pinwheel shapes forming in the Pacific Ocean
Posted inResearch Spotlights

Physics Meets Machine Learning for Better Cyclone Predictions

Sarah Derouin, Science Writer by Sarah Derouin 20 August 202420 August 2024

A new hybrid modeling approach combines physics-based and machine learning models to extend—and improve—path and intensity predictions of tropical cyclones.

Aerial view from above Earth showing Scandinavia at night. Green aurora above the northern Baltic Sea.
Posted inEditors' Vox

JGR: Machine Learning and Computation is Open for Submissions

by Matt Giampoala 7 December 20237 December 2023

The founding Editor-in-Chief discusses how AGU’s newest journal will capture critical advancements of the techniques moving scientific discovery forward.

Image of the seven journal covers.
Posted inEditors' Vox

Announcing New AGU Journal Editors-in-Chief Starting in 2024

by Matt Giampoala and Carol Frost 9 November 202315 November 2023

AGU is excited to welcome new Editors-in-Chief for seven of our journals in 2024, including the founding Editor of JGR: Machine Learning and Computation.

Posts pagination

Newer posts 1 2
Over a dark blue-green square appear the words Special Report: The State of the Science 1 Year On.

Features from AGU Publications

Research Spotlights

Comparing Machine Learning Models of Raindrop Formation

8 July 20268 July 2026
Editors' Highlights

A Satellite-Based Global Carbon Flux Product is Sensitive to Droughts 

8 July 20266 July 2026
Editors' Vox

Small-Scale Indian Ocean Dynamics Underpin Marine Ecology and Climate

4 June 20263 June 2026
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