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Showing 41 - 60 results of 96 for search '"Journal of Geophysical Research: Machine Learning and Computation"', query time: 0.12s Refine Results
  1. 41
    Deep‐Learning‐Enhanced Electron Microscopy for Earth Material Characterization

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

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  2. 42
    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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  3. 43
    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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  4. 44
    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
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  5. 45
    Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns

    Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns by Tarun Agrawal, Allison Goodwell, Praveen Kumar

    Published 2025-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  6. 46
    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
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  7. 47
    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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  8. 48
    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
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  9. 49
    Geological Knowledge‐Guided Dual‐Branch Deep Learning Model for Identification of Geochemical Anomalies Related to Mineralization

    Geological Knowledge‐Guided Dual‐Branch Deep Learning Model for Identification of Geochemical Anomalies Related to Mineralization by Ying Xu, Renguang Zuo, Yang Bai

    Published 2025-03-01
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  10. 50
    Learning to Infer Weather States Using Partial Observations

    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

    Published 2025-03-01
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  11. 51
    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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  12. 52
    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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  13. 53
    Our Vision for JGR: Machine Learning and Computation

    Our Vision for JGR: Machine Learning and Computation by E. Camporeale, R. Marino, the Editorial Board

    Published 2024-03-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  14. 54
    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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  15. 55
    A Machine Learning Zircon Trace Element Tool to Predict Porphyry Deposit Type and Resource Size

    A Machine Learning Zircon Trace Element Tool to Predict Porphyry Deposit Type and Resource Size by Zi‐Hao Wen, Bo Xu, Christopher L. Kirkland, David R. Lentz, Zeng‐Qian Hou, Tao Wang, Mao‐Wen Yuan

    Published 2024-12-01
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  16. 56
    Using an Explainable Machine Learning Approach to Produce High‐Resolution Hourly Precipitation Estimates for a Typical Data‐Deficiency Basin

    Using an Explainable Machine Learning Approach to Produce High‐Resolution Hourly Precipitation Estimates for a Typical Data‐Deficiency Basin by Yi Lyu, Bin Yong

    Published 2025-03-01
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  17. 57
    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
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  18. 58
    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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  19. 59
    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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  20. 60
    Improving Prediction of Marine Low Clouds Using Cloud Droplet Number Concentration in a Convolutional Neural Network

    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

    Published 2024-12-01
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