Journal

Journal of Geophysical Research: Machine Learning and Computation

2993-5210 · American Geophysical Union (AGU)

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Enhanced Video Inpainting: A Deep Learning Approach for Historical Weather Reconstruction

2024 · 0 citations

Exploring a Data‐Driven Approach to Identify Regions of Change Associated With Future Climate Scenarios

2024 · 0 citations

Single Station Seismic Event Location With a Neural‐Guided Mixture Model: Model‐Based Weighting for Improved Accuracy

2024 · 0 citations

Modeling Groundwater Levels in California's Central Valley by Hierarchical Gaussian Process and Neural Network Regression

2024 · 0 citations

RocMLMs: Predicting Rock Properties Through Machine Learning Models

2024 · 0 citations

An Integrated Machine Learning Workflow to Estimate In Situ Stresses Based on Downhole Sonic Logs and Laboratory Triaxial Ultrasonic Velocity Data

2024 · 0 citations

Estimating Interplanetary Magnetic Field Conditions at Mercury's Orbit From MESSENGER Magnetosheath Observations Using a Feedforward Neural Network

2024 · 0 citations

A Machine Learning Zircon Trace Element Tool to Predict Porphyry Deposit Type and Resource Size

2024 · 0 citations

Prediction of Sea Surface Current Around the Korean Peninsula Using Artificial Neural Networks

2024 · 0 citations

Machine Learning Predicts the Slip Duration and Friction Drop of Laboratory Earthquakes in Sheared Granular Fault

2024 · 0 citations

Deep Forest Modeling: An Interpretable Deep Learning Method for Mineral Prospectivity Mapping

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From Labquakes to Megathrusts: Scaling Deep Learning Based Pickers Over 15 Orders of Magnitude

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Improving the Skill of Subseasonal to Seasonal (S2S) Wind Speed Forecasts Over India Using Statistical and Machine Learning Methods

2024 · 0 citations

LiveWire: Horizontal Geoelectric Field Prediction With 1‐hr Lead‐Time Using Multi‐Fidelity Boosted Neural Networks

2024 · 0 citations

Sub‐Pixel Displacement Estimation With Deep Learning: Application to Optical Satellite Images Containing Sharp Displacements

2024 · 0 citations

Clustering of Global Magnetospheric Observations

2024 · 0 citations

Issue Information

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Ionospheric Radio Beacon Signal Analysis and Parameter Estimation Using Automatic Differentiation

2024 · 0 citations

Forecasting High Resolution Precipitation Events With Logistic Echo State Networks

2024 · 0 citations

Wavefield Reconstruction of Distributed Acoustic Sensing: Lossy Compression, Wavefield Separation, and Edge Computing

2024 · 0 citations

A Systematic Framework for Data Augmentation for Tropical Cyclone Intensity Estimation Using Deep Learning

2024 · 0 citations

A Machine Learning Approach for Deriving Atmospheric Temperatures and Typhoon Warm Cores From FY‐3E MWTS‐3 Observations

2024 · 0 citations

Soil Desiccation Crack Recognition: New Paradigm and Field Application

2024 · 0 citations

At the Junction Between Deep Learning and Statistics of Extremes: Formalizing the Landslide Hazard Definition

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Machine Learning‐Assisted Microearthquake Location Workflow for Monitoring the Newberry Enhanced Geothermal System

2024 · 0 citations

Application of the AI2 Climate Emulator to E3SMv2's Global Atmosphere Model, With a Focus on Precipitation Fidelity

2024 · 0 citations

Sensitivity Analysis in the Presence of Intrinsic Stochasticity for Discrete Fracture Network Simulations

2024 · 0 citations

Deep‐Learning Analysis of Fracture Networks Leading to System‐Size Failure in Rocks

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Refined Bathymetric Prediction Based on Feature Extraction of Gravity Field Signals: BATHY‐FE

2024 · 0 citations

Fracture Characterization Via AI‐Assisted Analysis of Temperature Logs

2024 · 0 citations