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Using Generative Adversarial Networks to Translate Microresistivity Image Logs of Carbonates Into Synthetic Core Images With Accurate Dunham Textures
Baharuddin, Saira, John, Cédric M.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Identifying and Predicting the Lagrangian Coherence of Eddies in the Gulf of Mexico Using Machine Learning and Satellite Observations
Hiron, Luna, Zavala‐Romero, Olmo, Chassignet, Eric P., Miron, Philippe, Subrahmanyam, Bulusu
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Variational Autoencoder Transfer Functions for Onshore Tsunami Hazard Curves
Renteria, Willington, Lynett, Patrick, McCann, Maile, Ebrahimi, Behzad, Thio, Hong Kie, Robertson, Ian, Siverd, Chris, Hicks, Betsy
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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A Kp‐Driven Machine Learning Model Predicting the Ultraviolet Emission Auroral Oval
Feng, Huiting, Wang, Dedong, Shprits, Yuri Y., Smirnov, Artem, Guo, Deyu, Miyoshi, Yoshizumi, Bianco, Stefano, Teng, Shangchun, Shi, Run, Zhou, Su, Zhang, Yongliang
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Four‐Dimensional Mapping of Sea Temperature and Salinity in the Coastal Waters Based on Generalized Spatio‐Temporal Autoregressive Neural Network
Wang, Minyu, He, Junyu, Qi, Jin, Huang, Sheng, Liu, Renyi, Wu, Sensen, Du, Zhenhong
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Interpretable Machine Learning Reveals the Crucial Role of Water Availability in Regulating Thermal Optimality of Terrestrial Ecosystems
Ahmadi, Arman, Mallick, Kanishka, Yi, Koong, Baldocchi, Dennis
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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TopoRSNet: A Unique Approach to Maintaining Topological Features for Digital Rock Image Rescaling With Minimal Quality Degradation
Tang, Kunning, Niu, Yufu, Wang, Ying, Robins, Vanessa, Mostaghimi, Peyman, Lindsay, Mark, Armstrong, Ryan T.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Uncertainty Quantification of Geophysical and Hydrologic Parameters Estimated From Borehole Nuclear Magnetic Resonance Data
Minsley, Burke J., Phillips, Stephanie N., James, Stephanie R.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Long Term Predictability of Southern Ocean Surface Nutrients Using Explainable Neural Networks
Navarra, Gian Giacomo, Deutsch, Curtis, Mamalakis, Antonios, Margolskee, Andrew, MacGilchrist, Graeme
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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A Distributional Regression Network With Data Transformation for Calibrating Rainfall Forecasts
Huang, Zeqing, Schepen, Andrew, Bennett, James C., Robertson, David E., Zhao, Tongtiegang, Im, Eun‐Soon, Wang, Quan J.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Machine Learning Detection of Melting Layers From Radar Observations
Xie, Yan, King, Fraser, Pettersen, Claire, Flanner, Mark
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Rapid Bayesian Imaging of Large‐Scale Transient Electromagnetic Data Using Probabilistic Neural Networks
Chen, Jian, Galli, Stefano, Signora, Alessandro, Sullivan, Nicole Anna Lidia, Zhang, Bo, Fiandaca, Gianluca
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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Forecasting Eruptions at Steamboat Geyser: Time Scales, Differentiability, and Detectability of Seismic Precursors Through Data‐Driven Methods
Ardid, Alberto, Barth, Anna, Dempsey, David, Manga, Michael, Cronin, Shane J.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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A Proof of Concept for Improving Estimates of Ungauged Basin Streamflow via an LSTM‐Based Synthetic Network Simulation Approach
Ramírez Molina, A. A., Frame, J. M., Halgren, J., Gong, J.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)
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