-
1
A Generative Super‐Resolution Model for Enhancing Tropical Cyclone Wind Field Intensity and Resolution
Published 2024-12-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
2
Decoding the Spatiotemporal Complexities of the Permafrost Carbon Feedback With Multimodal Ensemble Learning
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
3
Improving PM2.5 and Visibility Predictions in China Using Machine Learning and Ensemble Forecasting
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
4
Hollows on Mercury: Creation and Analysis of a Global Reference Catalog With Deep Learning
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
5
Enhanced Video Inpainting: A Deep Learning Approach for Historical Weather Reconstruction
Published 2024-12-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
6
How Does Neural Network Reparametrization Improve Geophysical Inversion?
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
7
A Skillful Prediction of Monsoon Intraseasonal Oscillation Using Deep Learning
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
8
Ice‐kNN‐South: A Lightweight Machine Learning Model for Antarctic Sea Ice Prediction
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
9
Identifying and Predicting the Lagrangian Coherence of Eddies in the Gulf of Mexico Using Machine Learning and Satellite Observations
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
10
Enhanced Hardrock Seismic Imaging Through Multi‐Scale Information‐Guided Unsupervised Learning
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
11
Rapid Automated Mapping of Clouds on Titan With Instance Segmentation
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
12
Accelerating the Discovery of Steady‐States of Planetary Interior Dynamics With Machine Learning
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
13
Improving the Skill of Subseasonal to Seasonal (S2S) Wind Speed Forecasts Over India Using Statistical and Machine Learning Methods
Published 2024-12-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
14
A Machine Learning‐Based Observation Operator for FY‐4B GIIRS Brightness Temperatures Considering the Uncertainty of Label Data
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
15
Automatic Detection and Classification of Aurora in THEMIS All‐Sky Images
Published 2024-12-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
16
Inferring End‐Members From Geoscience Data Using Simplex Projected Gradient Descent‐Archetypal Analysis
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
17
Interpretable Machine Learning Reveals the Crucial Role of Water Availability in Regulating Thermal Optimality of Terrestrial Ecosystems
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
18
Four‐Dimensional Mapping of Sea Temperature and Salinity in the Coastal Waters Based on Generalized Spatio‐Temporal Autoregressive Neural Network
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
19
Automatic Differentiation‐Based Full Waveform Inversion With Flexible Workflows
Published 2025-03-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article -
20
Comparing Cloud Mask Products for Seagrass Mapping Over Sentinel‐2 Imagery: Toward a First National Seagrass Map for Venezuela
Published 2025-06-01“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text
Article