Search Results - "Journal of Geophysical Research: Machine Learning and Computation"

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  1. 21
    RTide: Automating the Tidal Response Method

    RTide: Automating the Tidal Response Method by Thomas Monahan, Tianning Tang, Stephen Roberts, Thomas A. A. Adcock

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  2. 22
    Variational Autoencoder Transfer Functions for Onshore Tsunami Hazard Curves

    Variational Autoencoder Transfer Functions for Onshore Tsunami Hazard Curves by Willington Renteria, Patrick Lynett, Maile McCann, Behzad Ebrahimi, Hong Kie Thio, Ian Robertson, Chris Siverd, Betsy Hicks

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  3. 23
    Uncertainty Quantification of Geophysical and Hydrologic Parameters Estimated From Borehole Nuclear Magnetic Resonance Data

    Uncertainty Quantification of Geophysical and Hydrologic Parameters Estimated From Borehole Nuclear Magnetic Resonance Data by Burke J. Minsley, Stephanie N. Phillips, Stephanie R. James

    Published 2025-06-01
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  4. 24
    Diffusion‐Based Subsurface CO2 ${ ext{CO}}_{2}$ Multiphysics Monitoring and Forecasting

    Diffusion‐Based Subsurface CO2 ${ ext{CO}}_{2}$ Multiphysics Monitoring and Forecasting by Xinquan Huang, Fu Wang, Tariq Alkhalifah

    Published 2025-06-01
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  5. 25
    Physics‐Guided Deep Learning for Modeling Single‐Point Wave Spectra Using Wind Inputs of Two Resolutions

    Physics‐Guided Deep Learning for Modeling Single‐Point Wave Spectra Using Wind Inputs of Two Resolutions by Tianxiang Gao, Haoyu Jiang

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  6. 26
    A Proof of Concept for Improving Estimates of Ungauged Basin Streamflow via an LSTM‐Based Synthetic Network Simulation Approach

    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

    Published 2025-06-01
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  7. 27
    Using Generative Adversarial Networks to Translate Microresistivity Image Logs of Carbonates Into Synthetic Core Images With Accurate Dunham Textures

    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

    Published 2025-06-01
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  8. 28
    Emulation With Uncertainty Quantification of Regional Sea‐Level Change Caused by the Antarctic Ice Sheet

    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

    Published 2025-06-01
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  9. 29
    Explainable Machine Learning for Mapping Minerals From CRISM Hyperspectral Data

    Explainable Machine Learning for Mapping Minerals From CRISM Hyperspectral Data by Sandeepan Dhoundiyal, Moni Shankar Dey, Shashikant Singh, Pattathal V. Arun, Guneshwar Thangjam, Alok Porwal

    Published 2025-06-01
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  10. 30
    Tropical Cyclone Surface Winds From Aircraft With a Neural Network

    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

    Published 2025-06-01
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  11. 31
    The First 18 Months of JGR: MLC

    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

    Published 2025-06-01
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  12. 32
    Computationally Efficient Hybrid Downscaling of Surf Zone Hydrodynamics: Methodology and Evaluation

    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

    Published 2025-06-01
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  13. 33
    A Kp‐Driven Machine Learning Model Predicting the Ultraviolet Emission Auroral Oval

    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

    Published 2025-06-01
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  14. 34
    Seismic Wave Propagation Simulation With Quantum Computing

    Seismic Wave Propagation Simulation With Quantum Computing by Xixiang Wen, Yanfei Wang

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  15. 35
    FaultVitNet: A Vision Transformer Assisted Network for 3D Fault Segmentation

    FaultVitNet: A Vision Transformer Assisted Network for 3D Fault Segmentation by Chao Li, Sergey Fomel, Yangkang Chen, Robin Dommisse, Alexandros Savvaidis

    Published 2025-06-01
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  16. 36
    Dual‐Transformer Deep Learning Framework for Seasonal Forecasting of Great Lakes Water Levels

    Dual‐Transformer Deep Learning Framework for Seasonal Forecasting of Great Lakes Water Levels by Yi Chen, Pengfei Xue

    Published 2025-06-01
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  17. 37
    Machine Learning Techniques for Predicting Typhoon‐Induced Storm Surge Using a Hybrid Wind Field

    Machine Learning Techniques for Predicting Typhoon‐Induced Storm Surge Using a Hybrid Wind Field by Changyu Su, Bishnupriya Sahoo, Miaohua Mao, Meng Xia

    Published 2025-06-01
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  18. 38
    Precision Recognition of Rock Thin Section Images With Multi‐Head Self‐Attention Convolutional Neural Networks

    Precision Recognition of Rock Thin Section Images With Multi‐Head Self‐Attention Convolutional Neural Networks by Pengfei Lv, Weiying Chen, Xinyu Zou

    Published 2025-06-01
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  19. 39
    Self‐Supervised Pre‐Training and Few‐Shot Finetuning for Gas‐Bearing Prediction

    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

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  20. 40
    Near Real‐Time Mapping of All‐Sky Land Surface Temperature From GOES‐R Using Machine Learning

    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

    Published 2025-06-01
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