Recent papers in Journal of Geophysical Research Machine Learning and Computation

1. Adapting a Pretrained LLM to Rapidly Recover Earthquake Magnitude and LocationJournal of Geophysical Research Machine Learning and Computation · Mon,
2. Benchmarking Auto‐Regressive Spatio‐Temporal Predictions of Wildfire Spread From the FireBench Simulation Data Set With a Machine Learning CompetitionJournal of Geophysical Research Machine Learning and Computation · Sat,
3. Site‐Specific Post‐Processing of Spectral Wave Forecast by Learning From Buoy MeasurementsJournal of Geophysical Research Machine Learning and Computation · Thu,
4. How Much Physics Should a Neural Network Know? Thermodynamics‐Informed Neural Networks for Rock Constitutive Modeling With Epistemic UncertaintyJournal of Geophysical Research Machine Learning and Computation · Fri,
5. A Random Forest–Based Global Gridded Model for Vertical Correction of Precipitable Water Vapor Accounting for Nonlinear Vertical VariationJournal of Geophysical Research Machine Learning and Computation · Fri,
6. Physics‐Informed Reservoir Characterization From Bulk and Extreme Pressure Events With a Differentiable SimulatorJournal of Geophysical Research Machine Learning and Computation · Fri,
7. Downscaling of Tropical Cyclone Surface Wind Fields With a Hybrid Attention TransformerJournal of Geophysical Research Machine Learning and Computation · Fri,
8. A Machine Learning‐Based Model of Three‐Dimensional Ion Fluxes in the High‐Altitude Earth's Northern CuspJournal of Geophysical Research Machine Learning and Computation · Sat,
9. Research on a Deep Learning‐Based Inversion Method for Surface Wave Dispersion SpectraJournal of Geophysical Research Machine Learning and Computation · Sun,
10. A Machine‐Learning Surrogate for Differentiable Phase Equilibrium Modeling of Mantle Rocks on a Planetary ScaleJournal of Geophysical Research Machine Learning and Computation · Tue,