Journal

Journal of Geophysical Research: Machine Learning and Computation

2993-5210 · American Geophysical Union (AGU)

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Benchmarking Auto‐Regressive Spatio‐Temporal Predictions of Wildfire Spread From the FireBench Simulation Data Set With a Machine Learning Competition

2026 · 0 citations

Earthquake Seismogram Denoising Across Time, Time‐Frequency, and Hybrid Domain Approaches

2026 · 0 citations

A Random Forest–Based Global Gridded Model for Vertical Correction of Precipitable Water Vapor Accounting for Nonlinear Vertical Variation

2026 · 0 citations

How Much Physics Should a Neural Network Know? Thermodynamics‐Informed Neural Networks for Rock Constitutive Modeling With Epistemic Uncertainty

2026 · 0 citations

Neural Surrogate HMC: On Using Neural Likelihoods for Hamiltonian Monte Carlo in Simulation‐Based Inference

2026 · 0 citations

PEGSGraph: A Graph Neural Network for Fast Earthquake Characterization Based on Prompt ElastoGravity Signals

2025 · 0 citations

Enhancing Sea Ice Concentration Resolution in a Northern Sea Route Strait Using a Generative Adversarial Network

2025 · 0 citations

Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns

2025 · 0 citations

Ice‐kNN‐South: A Lightweight Machine Learning Model for Antarctic Sea Ice Prediction

2025 · 0 citations

Geological Knowledge‐Guided Dual‐Branch Deep Learning Model for Identification of Geochemical Anomalies Related to Mineralization

2025 · 0 citations

Toward Spatio‐Temporally Consistent Multi‐Site Fire Danger Downscaling With Explainable Deep Learning

2025 · 0 citations

Rapid Automated Mapping of Clouds on Titan With Instance Segmentation

2025 · 0 citations

One‐Fit‐All Transformer for Multimodal Geophysical Inversion: Method and Application

2025 · 0 citations

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2025 · 0 citations

Analysis of Electron Distribution Functions From the Magnetospheric Multiscale (MMS) Mission Using the Gaussian Mixture Model

2025 · 0 citations

A Machine Learning Approach to Produce a Continuous Solar‐Induced Chlorophyll Fluorescence Over the Arctic Ocean

2024 · 0 citations

Uncertainty Quantification in Reduced‐Order Gas‐Phase Atmospheric Chemistry Modeling Using Ensemble SINDy

2024 · 0 citations

Deep Learning Insights Into Ionospheric Sporadic E Irregularities Under Different Solar Activity Conditions

2024 · 0 citations

A Stability Analysis of Neural Networks and Its Application to Tsunami Early Warning

2024 · 0 citations

Detachment of the Subducting Slab in Ancient Subduction Zones Discerned Using Machine Learning

2024 · 0 citations

Machine Learning Potential for Serpentines

2024 · 0 citations

Automatic Detection and Classification of Aurora in THEMIS All‐Sky Images

2024 · 0 citations

Deep Learning‐Based 3D Microseismic Event Direct Location Using Simultaneous Surface and Borehole Data

2024 · 0 citations

Improving Prediction of Marine Low Clouds Using Cloud Droplet Number Concentration in a Convolutional Neural Network

2024 · 0 citations

Enhancing River Channel Dimension Estimation: A Machine Learning Approach Leveraging the National Water Model, Hydrographic Networks, and Landscape Characteristics

2024 · 0 citations

Air Quality Estimation and Forecasting via Data Fusion With Uncertainty Quantification: Theoretical Framework and Preliminary Results

2024 · 0 citations

Unsupervised Coherent Noise Removal From Seismological Distributed Acoustic Sensing Data

2024 · 0 citations

Accelerating Multiphase Simulations With Denoising Diffusion Model Driven Initializations

2024 · 0 citations

A Generative Super‐Resolution Model for Enhancing Tropical Cyclone Wind Field Intensity and Resolution

2024 · 0 citations

Using Explainable AI and Transfer Learning to Understand and Predict the Maintenance of Atlantic Blocking With Limited Observational Data

2024 · 0 citations