Search Results - "Journal of geophysical research. Machine learning and computation" :: K.UTB vyhledávací portál

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Quantitative Provenance Analysis of the Yangtze and Yellow River Sediments Through Detrital Zircon U‐Pb Geochronology Using an XGBoost Machine Learning Algorithm

by Huang, X. T., Guo, Y. L., Wang, P., Hohl, S. V., Zhao, X. L., Li, Y. L., Yang, S. Y.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Unsupervised Clustering of Microseismic Events and Focal Mechanism Analysis at the CO 2 Injection Site in Decatur, Illinois

by Willis, Rachel M., Yoon, Hongkyu, Silva, Josimar A., Juanes, Ruben, Williams‐Stroud, Sherilyn, Frailey, Scott M.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Global Estimation of Subsurface Eddy Kinetic Energy of Mesoscale Eddies Using Machine Learning

by Xie, Chenyue, Gao, An‐Kang, Lu, Xiyun
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Self‐Supervised Coherence‐Based Denoising of Cryoseismological Distributed Acoustic Sensing Data

by Zitt, Johanna, Paitz, Patrick, Fichtner, Andreas, Walter, Fabian, Umlauft, Josefine
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Simultaneous Emulation and Downscaling With Physically Consistent Deep Learning‐Based Regional Ocean Emulators

by Lupin‐Jimenez, Leonard, Darman, Moein, Hazarika, Subhashis, Wu, Tianning, Gray, Michael, He, Ruyoing, Wong, Anthony, Chattopadhyay, Ashesh
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Using Neural Network Models and Synoptic Circulation Patterns to Project Future Changes in US Tornado Activity

by Lee, Cameron C., Obarein, Omon A., Smith, Erik Tyler
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Moho Depth Disposition of the Contiguous United States: A Multi‐Modal Data Driven Approach

by Mir, Ramees R., Makhdoomi, Sameem, Huang, Hui, Ma, Zhitu, Mousavi, S. Mostafa
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Bayesian Optimization With GPU Acceleration for Ocean Models

by Mrozowska, Marta Agnieszka, Avery, James, Stoustrup, Aster, Nuterman, Roman, Johnsen, Carl‐Johannes, Thormann, Asger, Jochum, Markus
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Deep Learning‐Based Postprocessing to Enhance Subseasonal Soil Moisture Forecasts Over Europe

by Otero, Noelia, Özer, Atahan, Ma, Jackie
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Neural Networks Predicting Submesoscale Tracer Dispersion

by Bijay, Mayank Kumar, Thomas, Jim
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Application of Deep Learning to Enhance the Computation of Phase Matrices of Nonspherical Atmospheric Particles Across All Size Parameters

by Xi, Yue, Bi, Lei, Lin, Wushao
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Using Texture‐Based Image Segmentation and Machine Learning With High‐Resolution Satellite Imagery to Assess Permafrost Degradation Landforms in the Russian High Arctic

by Inauen, Cornelia M., Nitze, Ingmar, Langer, Moritz, Morgenstern, Anne, Hajnsek, Irena, Grosse, Guido
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Examining the Quantification Capability of Automated Mineralogy System: A Machine Learning Approach

by Su, Ao, Tian, Wei, Wang, Zilong, Wang, Wei‐(RZ), Gong, Ting‐Nan
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Detecting Biosignatures in Complex Molecular Mixtures From Pyrolysis‐Gas Chromatography‐Mass Spectrometry Data Using Machine Learning

by Hystad, Grethe, Cleaves, H. James, Garmon, Collin A., Wong, Michael L., Prabhu, Anirudh, Cody, George D., Hazen, Robert M.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Space‐Time Causal Discovery in Earth System Science: A Local Stencil Learning Approach

by Nichol, J. Jake, Weylandt, Michael, Fricke, G. Matthew, Moses, Melanie E., Bull, Diana, Swiler, Laura P.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Unstructured Grid Based Joint Inversion of DC Resistivity and Gravity Data: Adaptive FCM Assisted Model Coupling and Quantitative Similarity Analysis

by Verma, Vishnu Kant, Singh, Anand
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Quantifying the Effects of Volcanic Snow Cover on InSAR Coherence Using a Computationally Inexpensive Neural Network

by Bussard, R. C., Dufek, J., Wauthier, C., Townsend, M.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Probabilistic Forecasts of September Arctic Sea Ice Extent at the Interannual Timescale With Data‐Driven Statistical Models

by Hoffman, L., Massonnet, F., Sticker, A.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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A Deep Learning‐Based Long‐Term ENSO Forecasting Model: 3D‐STransformer

by Lian, Jie, Wu, Xinjiao, Huang, Sirong, Chang, Zhanyuan
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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A Multimodal Deep Learning Approach for Soil Moisture Downscaling Using Remote Sensing and Weather Data

by Xu, Yijia, Cai, Shuohao, Huang, Jingyi, Liu, Jiangui, Shang, Jiali, Yang, Zhengwei, Zhang, Zhou
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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