A Lightweight Terrain‐Constraint Model for Wind Spatial Downscaling by Anboyu Guo, Qiyang Liu, Jiuke Wang, Yuanyong Gao, Lixin Wei, Xiaojiang Song, Chi Zhang, Kai Liu, Shuping Ma, Jiu Jiang

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Uncertainty Quantification of Geophysical and Hydrologic Parameters Estimated From Borehole Nuclear Magnetic Resonance Data by Burke J. Minsley, Stephanie N. Phillips, Stephanie R. James

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Diffusion‐Based Subsurface CO2 ${ ext{CO}}_{2}$ Multiphysics Monitoring and Forecasting by Xinquan Huang, Fu Wang, Tariq Alkhalifah

“…Journal of Geophysical Research: Machine Learning and Computation…”
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A Proof of Concept for Improving Estimates of Ungauged Basin Streamflow via an LSTM‐Based Synthetic Network Simulation Approach by A. A. Ramírez Molina, J. M. Frame, J. Halgren, J. Gong

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Using Generative Adversarial Networks to Translate Microresistivity Image Logs of Carbonates Into Synthetic Core Images With Accurate Dunham Textures by Saira Baharuddin, Cédric M. John

“…Journal of Geophysical Research: Machine Learning and Computation…”
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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…”
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Our Vision for JGR: Machine Learning and Computation by E. Camporeale, R. Marino, the Editorial Board

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Tropical Cyclone Surface Winds From Aircraft With a Neural Network by Alexander J. DesRosiers, Michael M. Bell, Jennifer C. DeHart, Jonathan L. Vigh, Christopher M. Rozoff, Eric A. Hendricks

“…Journal of Geophysical Research: Machine Learning and Computation…”
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The First 18 Months of JGR: MLC by Enrico Camporeale, Raffaele Marino, John Rundle, Doris Folini, Yangkang Chen, Donald D. Lucas, Xiaofeng Li, Thomas E. Berger, Geoffrey C. Fox, Yixin Wen, Chaopeng Shen, Renata Wentzcovitch

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Computationally Efficient Hybrid Downscaling of Surf Zone Hydrodynamics: Methodology and Evaluation by E. R. Echevarria, S. Contardo, B. Pérez‐Díaz, R. K. Hoeke, B. Leighton, C. Trenham, L. Cagigal, F. J. Méndez

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Improving Prediction of Marine Low Clouds Using Cloud Droplet Number Concentration in a Convolutional Neural Network by Yang Cao, Yannian Zhu, Minghuai Wang, Daniel Rosenfeld, Chen Zhou, Jihu Liu, Yuan Liang, Kang‐En Huang, Quan Wang, Heming Bai, Yichuan Wang, Hao Wang, Haipeng Zhang

“…Journal of Geophysical Research: Machine Learning and Computation…”
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A Kp‐Driven Machine Learning Model Predicting the Ultraviolet Emission Auroral Oval by Huiting Feng, Dedong Wang, Yuri Y. Shprits, Artem Smirnov, Deyu Guo, Yoshizumi Miyoshi, Stefano Bianco, Shangchun Teng, Run Shi, Su Zhou, Yongliang Zhang

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Recommendations for Comprehensive and Independent Evaluation of Machine Learning‐Based Earth System Models by P. A. Ullrich, E. A. Barnes, W. D. Collins, K. Dagon, S. Duan, J. Elms, J. Lee, L. R. Leung, D. Lu, M. J. Molina, T. A. O’Brien, F. O. Rebassoo

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Dual‐Transformer Deep Learning Framework for Seasonal Forecasting of Great Lakes Water Levels by Yi Chen, Pengfei Xue

“…Journal of Geophysical Research: Machine Learning and Computation…”
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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…”
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Precision Recognition of Rock Thin Section Images With Multi‐Head Self‐Attention Convolutional Neural Networks by Pengfei Lv, Weiying Chen, Xinyu Zou

“…Journal of Geophysical Research: Machine Learning and Computation…”
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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…”
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Self‐Supervised Pre‐Training and Few‐Shot Finetuning for Gas‐Bearing Prediction by Long Han, Xinming Wu, Renjie Chen, Yunhua Shi, Zhanxuan Hu, Huijing Fang

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Deep Learning‐Based 3D Microseismic Event Direct Location Using Simultaneous Surface and Borehole Data by Yuanyuan Yang, Omar M. Saad, Tariq Alkhalifah

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Near Real‐Time Mapping of All‐Sky Land Surface Temperature From GOES‐R Using Machine Learning by Sadegh Ranjbar, Danielle Losos, Sophie Hoffman, Shiva Arabi, Ankur Desai, Paul C. Stoy

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