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  1. 81
    Machine Learning Detection of Melting Layers From Radar Observations

    Machine Learning Detection of Melting Layers From Radar Observations by Yan Xie, Fraser King, Claire Pettersen, Mark Flanner

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  2. 82
    Process‐Based Machine Learning Observationally Constrains Future Regional Warming Projections

    Process‐Based Machine Learning Observationally Constrains Future Regional Warming Projections by Sophie Wilkinson, Peer Nowack, Manoj Joshi

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  3. 83
    Deep Learning for Subsurface Flow: A Comparative Study of U‐Net, Fourier Neural Operators, and Transformers in Underground Hydrogen Storage

    Deep Learning for Subsurface Flow: A Comparative Study of U‐Net, Fourier Neural Operators, and Transformers in Underground Hydrogen Storage by Shaowen Mao, Alvaro Carbonero, Mohamed Mehana

    Published 2025-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  4. 84
    Enhancing Sea Ice Concentration Resolution in a Northern Sea Route Strait Using a Generative Adversarial Network

    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

    Published 2025-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  5. 85
    Thank You to Our Peer Reviewers in 2024

    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

    Published 2025-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  6. 86
    High‐Precision Prediction of Ionospheric TEC in the China Region Based on CMONOC High‐Resolution Data and an Auxiliary Attention Temporal Convolutional Network

    High‐Precision Prediction of Ionospheric TEC in the China Region Based on CMONOC High‐Resolution Data and an Auxiliary Attention Temporal Convolutional Network by Jianghe Chen, Pan Xiong, Haochen Wu, Xiaoran Zhang, Xuemin Zhang, Rongzi Chai, Ting Zhang, Kaixin Wang, Chaoyu Wang

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  7. 87
    Forecasting Groundwater Level by Characterizing Multiple Spatial Dependencies of Environmental Factors Using Graph‐Based Deep Learning

    Forecasting Groundwater Level by Characterizing Multiple Spatial Dependencies of Environmental Factors Using Graph‐Based Deep Learning by Yinghan Wu, Gang Mei, Kaixuan Shao, Nengxiong Xu, Jianbing Peng

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  8. 88
    Incorporating Deep Learning Into Hydrogeological Modeling: Advancements, Challenges, and Future Directions

    Incorporating Deep Learning Into Hydrogeological Modeling: Advancements, Challenges, and Future Directions by Zhenxue Dai, Chuanjun Zhan, Huichao Yin, Junjun Chen, Lulu Xu, Yuzhou Xia, Songlin Yang, Wei Chen, Mingxu Cao, Zhengyang Du, Xiaoying Zhang, Bicheng Yan, Yue Ma, Hao Wang, Farzad Moeini, Mohamad Reza Soltanian, Hung Vo Thanh, Kenneth C. Carroll

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  9. 89
    Multi‐Annual Inventorying of Retrogressive Thaw Slumps Using Domain Adaptation

    Multi‐Annual Inventorying of Retrogressive Thaw Slumps Using Domain Adaptation by Yiling Lin, Xie Hu, Haoyu Lu, Fujun Niu, Gengnian Liu, Lingcao Huang, Shanghang Zhang, Jifu Liu, Yunhuai Liu

    Published 2025-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  10. 90
    Toward Spatio‐Temporally Consistent Multi‐Site Fire Danger Downscaling With Explainable Deep Learning

    Toward Spatio‐Temporally Consistent Multi‐Site Fire Danger Downscaling With Explainable Deep Learning by Óscar Mirones, Jorge Baño‐Medina, Swen Brands, Joaquín Bedia

    Published 2025-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  11. 91
    Mesoscale Cellular Convection Detection and Classification Using Convolutional Neural Networks: Insights From Long‐Term Observations at ARM Eastern North Atlantic Site

    Mesoscale Cellular Convection Detection and Classification Using Convolutional Neural Networks: Insights From Long‐Term Observations at ARM Eastern North Atlantic Site by Jingjing Tian, Jennifer Comstock, Andrew Geiss, Peng Wu, Israel Silber, Damao Zhang, Parvathi Kooloth, Ya‐ Chien Feng

    Published 2025-03-01
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  12. 92
    A Distributional Regression Network With Data Transformation for Calibrating Rainfall Forecasts

    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

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  13. 93
    From Labquakes to Megathrusts: Scaling Deep Learning Based Pickers Over 15 Orders of Magnitude

    From Labquakes to Megathrusts: Scaling Deep Learning Based Pickers Over 15 Orders of Magnitude by Peidong Shi, Men‐Andrin Meier, Linus Villiger, Katinka Tuinstra, Paul Antony Selvadurai, Federica Lanza, Sanyi Yuan, Anne Obermann, Maria Mesimeri, Jannes Münchmeyer, Patrick Bianchi, Stefan Wiemer

    Published 2024-12-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  14. 94
    Adjoint‐Based Marker‐In‐Cell Data Assimilation for Constraining Thermal and Flow Processes From Lagrangian Particle Records

    Adjoint‐Based Marker‐In‐Cell Data Assimilation for Constraining Thermal and Flow Processes From Lagrangian Particle Records by Atsushi Nakao, Tatsu Kuwatani, Shin‐ichi Ito, Hiromichi Nagao

    Published 2025-06-01
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  15. 95
    Detachment of the Subducting Slab in Ancient Subduction Zones Discerned Using Machine Learning

    Detachment of the Subducting Slab in Ancient Subduction Zones Discerned Using Machine Learning by Quan Ou, Dongyu Zheng, Alexander R. L. Nichols, Kun Wang, Sheng‐Ping Qian, Feng Zi, Anlin Ma, Yun‐Chuan Zeng, Zongying Huang, Jia Liao, Zixi Hou

    Published 2024-12-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  16. 96
    Long Term Predictability of Southern Ocean Surface Nutrients Using Explainable Neural Networks

    Long Term Predictability of Southern Ocean Surface Nutrients Using Explainable Neural Networks by Gian Giacomo Navarra, Curtis Deutsch, Antonios Mamalakis, Andrew Margolskee, Graeme MacGilchrist

    Published 2025-06-01
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