Emulation With Uncertainty Quantification of Regional Sea‐Level Change Caused by the Antarctic Ice Sheet by Myungsoo Yoo, Giri Gopalan, Matthew Hoffman, Sophie Coulson, Holly Kyeore Han, Christopher K. Wikle, Trevor Hillebrand

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Automatic Detection and Classification of Aurora in THEMIS All‐Sky Images by Jeremiah W. Johnson, Doğacan Su Öztürk, Donald Hampton, Hyunju K. Connor, Matthew Blandin, Amy Keesee

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Unsupervised Coherent Noise Removal From Seismological Distributed Acoustic Sensing Data by Sebastian Konietzny, Voon Hui Lai, Meghan S. Miller, John Townend, Stefan Harmeling

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

An AI‐Enabled Data Processing Pipeline for Ingesting Borehole Data in Peridotite Environments by John M. Aiken, Elliot Dufornet, Hamed Amiri, Lotta Ternieten, Oliver Plümper

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Enhancing Sea Ice Concentration Resolution in a Northern Sea Route Strait Using a Generative Adversarial Network by M. L. Rocha, A. H. Lynch, K. J. Bergen

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

A Distributional Regression Network With Data Transformation for Calibrating Rainfall Forecasts by Zeqing Huang, Andrew Schepen, James C. Bennett, David E. Robertson, Tongtiegang Zhao, Eun‐Soon Im, Quan J. Wang

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Three Decades of Land Cover Dynamics in a Boreal Coastal Basin: A Multisensor Spectral Index and Machine Learning Approach Using Landsat Data and GB-SAR Data by Jinsong Zhang, Bochi Zou, Yifei Yuan, Asad Khan, Muhammad Bilawal Junaid, Qaiser Abbas, Rana Muhammad Zulqarnain, Nazih Y. Rebouh, Olga D. Kucher, Hassan Alzahrani

Get full text

Analysis of Electron Distribution Functions From the Magnetospheric Multiscale (MMS) Mission Using the Gaussian Mixture Model by Beniamino Sanò, Nathan N. Maes Anno, David L. Newman, Marty Goldman, Francesco Valentini, Denise Perrone, Giovanni Lapenta

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Forecasting Eruptions at Steamboat Geyser: Time Scales, Differentiability, and Detectability of Seismic Precursors Through Data‐Driven Methods by Alberto Ardid, Anna Barth, David Dempsey, Michael Manga, Shane J. Cronin

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Learning to Infer Weather States Using Partial Observations by Jie Chao, Baoxiang Pan, Quanliang Chen, Shangshang Yang, Jingnan Wang, Congyi Nai, Yue Zheng, Xichen Li, Huiling Yuan, Xi Chen, Bo Lu, Ziniu Xiao

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Deep‐Learning‐Enhanced Electron Microscopy for Earth Material Characterization by Hans vanMelick, Richard Taylor, Oliver Plümper

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Decoding the Spatiotemporal Complexities of the Permafrost Carbon Feedback With Multimodal Ensemble Learning by B. A. Gay, N. J. Pastick, J. D. Watts, A. H. Armstrong, K. R. Miner, C. E. Miller

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

A Skillful Prediction of Monsoon Intraseasonal Oscillation Using Deep Learning by K. M. Anirudh, Prasang Raj, S. Sandeep, Hariprasad Kodamana, C. T. Sabeerali

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Deep Learning Forecast of Semidiurnal Internal Tides From the Mariana Arc by Shuipang Liu, Zhenhua Xu, Jia You, Peiwen Zhang, Xiaofeng Li, Zhongya Cai

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Enhanced Video Inpainting: A Deep Learning Approach for Historical Weather Reconstruction by Yannis Schmutz, Noemi Imfeld, Stefan Brönnimann, Erik Graf

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Physics‐Informed Deep Learning for Forward and Inverse Modeling of Inplane Crustal Deformation by Tomohisa Okazaki, Kazuro Hirahara, Takeo Ito, Masayuki Kano, Naonori Ueda

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Deep Forest Modeling: An Interpretable Deep Learning Method for Mineral Prospectivity Mapping by Yue‐Lin Dong, Zhen‐Jie Zhang

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Enhanced Hardrock Seismic Imaging Through Multi‐Scale Information‐Guided Unsupervised Learning by Liuqing Yang, Alireza Malehmir, Magdalena Markovic

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Learned Regularizations for Multi‐Parameter Elastic Full Waveform Inversion Using Diffusion Models by Mohammad H. Taufik, Fu Wang, Tariq Alkhalifah

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text

Selecting Observationally Constrained Global Climate Model Ensembles Using Autoencoders and Transfer Learning by Chibuike Chiedozie Ibebuchi, Oluwaferanmi Akinyemi, Itohan‐Osa Abu

“…Journal of Geophysical Research: Machine Learning and Computation…”
Get full text