PEGSGraph: A Graph Neural Network for Fast Earthquake Characterization Based on Prompt ElastoGravity Signals by Céline Hourcade, Kévin Juhel, Quentin Bletery

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Propagating the Prior From Shallow to Deep With a Pre‐Trained Velocity‐Model Generative Transformer Network by Randy Harsuko, Shijun Cheng, 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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A Generative Super‐Resolution Model for Enhancing Tropical Cyclone Wind Field Intensity and Resolution by Joseph W. Lockwood, Avantika Gori, Pierre Gentine

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Inferring End‐Members From Geoscience Data Using Simplex Projected Gradient Descent‐Archetypal Analysis by Zanchenling Wang, Tao Wen

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Four‐Dimensional Mapping of Sea Temperature and Salinity in the Coastal Waters Based on Generalized Spatio‐Temporal Autoregressive Neural Network by Minyu Wang, Junyu He, Jin Qi, Sheng Huang, Renyi Liu, Sensen Wu, Zhenhong Du

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Automatic Differentiation‐Based Full Waveform Inversion With Flexible Workflows by Feng Liu, Haipeng Li, Guangyuan Zou, Junlun Li

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Comparing Cloud Mask Products for Seagrass Mapping Over Sentinel‐2 Imagery: Toward a First National Seagrass Map for Venezuela by Chengfa Benjamin Lee, Ana Carolina Peralta Brichtova, Mar Roca, Tylar Murray, Oswaldo David Bolivar Rodriguez, Daniele Cerra, Frank E. Muller‐Karger

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Accelerating Multiphase Simulations With Denoising Diffusion Model Driven Initializations by Jaehong Chung, Agnese Marcato, Eric J. Guiltinan, Tapan Mukerji, Hari Viswanathan, Yen Ting Lin, Javier E. Santos

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Rapid Bayesian Imaging of Large‐Scale Transient Electromagnetic Data Using Probabilistic Neural Networks by Jian Chen, Stefano Galli, Alessandro Signora, Nicole Anna Lidia Sullivan, Bo Zhang, Gianluca Fiandaca

“…Journal of Geophysical Research: Machine Learning and Computation…”
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Comparison of AI and NWP Models in Operational Severe Weather Forecasting: A Study on Tropical Cyclone Predictions by Yang Shi, Rong Hu, Naigeng Wu, Hualong Zhang, Xinhang Liu, Zhilin Zeng, Jing Zhu, Pucheng Han, Cong Luo, Hongyan Zhang, Jie He, Xiaoming Shi

“…Journal of Geophysical Research: Machine Learning and Computation…”
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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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Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns by Tarun Agrawal, Allison Goodwell, Praveen Kumar

“…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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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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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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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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Prediction of Sea Surface Current Around the Korean Peninsula Using Artificial Neural Networks by Jeong‐Yeob Chae, Hyunkeun Jin, Inseong Chang, Young Ho Kim, Young‐Gyu Park, Young Taeg Kim, Boonsoon Kang, Min‐su Kim, Ho‐Jeong Ju, Jae‐Hun Park

“…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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Thank You to Our Peer Reviewers in 2024 by Enrico Camporeale, Raffaele Marino, Thomas Berger, Yangkang Chen, Doris Folini, Geoffrey Fox, Xiaofeng Li, Donald Lucas, Steve Tobias, Markus Reichstein, John Rundle, Chaopeng Shen, Renata Wentzcovitch, Yixin Wen

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