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Recommendations for Comprehensive and Independent Evaluation of Machine Learning‐Based Earth System Models
Ullrich, P. A., Barnes, E. A., Collins, W. D., Dagon, K., Duan, S., Elms, J., Lee, J., Leung, L. R., Lu, D., Molina, M. J., O’Brien, T. A., Rebassoo, F. O.
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Detection and Localization of Stationary Waves on Venus Using a Self‐Supervised Anomaly Detection Model
Baydargil, Husnu Baris, Oliveira Silva, Jose Eduardo, Lee, Yeon Joo, Cha, Meeyoung
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Cross‐Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data Analysis
Guo, Zhixiang, Wu, Xinming, Liang, Luming, Sheng, Hanlin, Chen, Nuo, Bi, Zhengfa
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Mesoscale Cellular Convection Detection and Classification Using Convolutional Neural Networks: Insights From Long‐Term Observations at ARM Eastern North Atlantic Site
Tian, Jingjing, Comstock, Jennifer, Geiss, Andrew, Wu, Peng, Silber, Israel, Zhang, Damao, Kooloth, Parvathi, Feng, Ya‐ Chien
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Analysis of Electron Distribution Functions From the Magnetospheric Multiscale (MMS) Mission Using the Gaussian Mixture Model
Sanò, Beniamino, Maes Anno, Nathan N., Newman, David L., Goldman, Marty, Valentini, Francesco, Perrone, Denise, Lapenta, Giovanni
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Accelerating the Discovery of Steady‐States of Planetary Interior Dynamics With Machine Learning
Agarwal, Siddhant, Tosi, Nicola, Hüttig, Christian, Greenberg, David S., Bekar, Ali Can
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Deep Learning Forecast of Semidiurnal Internal Tides From the Mariana Arc
Liu, Shuipang, Xu, Zhenhua, You, Jia, Zhang, Peiwen, Li, Xiaofeng, Cai, Zhongya
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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Thank You to Our Peer Reviewers in 2024
Camporeale, Enrico, Marino, Raffaele, Berger, Thomas, Chen, Yangkang, Folini, Doris, Fox, Geoffrey, Li, Xiaofeng, Lucas, Donald, Tobias, Steve, Reichstein, Markus, Rundle, John, Shen, Chaopeng, Wentzcovitch, Renata, Wen, Yixin
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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A Novel Bayesian Geophysical Inversion Method to Address Loss Function Bias: The Iterative Normalizing Flows Model
Liao, Binbin, Chen, Xiaodong, Xu, Jianqiao, Zhou, Jiangcun, Sun, Heping
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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A Machine Learning‐Based Observation Operator for FY‐4B GIIRS Brightness Temperatures Considering the Uncertainty of Label Data
Li, Yonghui, Han, Wei, Duan, Wansuo, Li, Zeting, Li, Hao
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)
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