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

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Regional Modeling of Storm Surges Using Localized Features and Transfer Learning

by Nagaraj, Meghana, Rodriguez, Alejandra, Wahl, Thomas
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Deep Learning‐Based Automated Segmentation of Layered Crater Ejecta on Mars

by He, Xiaoqi, Li, Shichao, Xiao, Perry, Zhao, Zheren, Wang, Hongtao, Wang, Weian
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Machine Learning‐Based Denoising of Surface Solar Irradiance Simulated With Monte Carlo Ray Tracing

by Reeze, M., Veerman, M. A., van Heerwaarden, C. C.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Using the Fourier Neural Operator and Real‐Time GOES‐R Satellite Data for Precipitation Retrievals in the Southern Great Plains

by Johncox, Max, Pu, Zhaoxia, Zhe, Shandian
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Reliable and Practical Inverse Modeling of Natural‐State Geothermal Systems Using Physics‐Informed Neural Networks: Three‐Dimensional Model Construction and Assimilation With Magnetotelluric Data

by Ishitsuka, K., Ishizu, K., Watanabe, N., Yamaya, Y., Suzuki, A., Bandai, T., Ohta, Y., Mogi, T., Asanuma, H., Kajiwara, T., Sugimoto, T.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Accelerating Marchenko Imaging by Self‐Supervised Prediction of Focusing Functions

by Wang, N., Ravasi, M., Alkhalifah, T.
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Building an Intelligent Data Exploring Assistant for Geoscientists

by Widlansky, Matthew J., Komar, Nemanja
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Artificial Intelligence in Earth Science: A GeoAI Perspective

by Li, Wenwen
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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Enhancing Landslide Displacement Prediction Using a Spatio‐Temporal Deep Learning Model With Interpretable Features

by Wang, Jia, Zhu, Hong‐Hu, Zhang, Wei, Tan, Dao‐Yuan, Pasuto, Alessandro
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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A Hybrid Physics‐Guided Deep Learning Modeling Framework for Predicting Surface Soil Moisture

by Xi, Xuan, Zhuang, Qianlai, Liu, Xinyu
Published in Journal of geophysical research. Machine learning and computation (01.09.2025)

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High‐Precision Prediction of Ionospheric TEC in the China Region Based on CMONOC High‐Resolution Data and an Auxiliary Attention Temporal Convolutional Network

by Chen, Jianghe, Xiong, Pan, Wu, Haochen, Zhang, Xiaoran, Zhang, Xuemin, Chai, Rongzi, Zhang, Ting, Wang, Kaixin, Wang, Chaoyu
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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Computationally Efficient Hybrid Downscaling of Surf Zone Hydrodynamics: Methodology and Evaluation

by Echevarria, E. R., Contardo, S., Pérez‐Díaz, B., Hoeke, R. K., Leighton, B., Trenham, C., Cagigal, L., Méndez, F. J.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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Inferring End‐Members From Geoscience Data Using Simplex Projected Gradient Descent‐Archetypal Analysis

by Wang, Zanchenling, Wen, Tao
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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A Lightweight Terrain‐Constraint Model for Wind Spatial Downscaling

by Guo, Anboyu, Liu, Qiyang, Wang, Jiuke, Gao, Yuanyong, Wei, Lixin, Song, Xiaojiang, Zhang, Chi, Liu, Kai, Ma, Shuping, Jiang, Jiu
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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Tropical Cyclone Surface Winds From Aircraft With a Neural Network

by DesRosiers, Alexander J., Bell, Michael M., DeHart, Jennifer C., Vigh, Jonathan L., Rozoff, Christopher M., Hendricks, Eric A.
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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Deep‐Learning‐Enhanced Electron Microscopy for Earth Material Characterization

by Melick, Hans, Taylor, Richard, Plümper, Oliver
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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Dual‐Transformer Deep Learning Framework for Seasonal Forecasting of Great Lakes Water Levels

by Chen, Yi, Xue, Pengfei
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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Forecasting Groundwater Level by Characterizing Multiple Spatial Dependencies of Environmental Factors Using Graph‐Based Deep Learning

by Wu, Yinghan, Mei, Gang, Shao, Kaixuan, Xu, Nengxiong, Peng, Jianbing
Published in Journal of geophysical research. Machine learning and computation (01.06.2025)

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A Skillful Prediction of Monsoon Intraseasonal Oscillation Using Deep Learning

by Anirudh, K. M., Raj, Prasang, Sandeep, S., Kodamana, Hariprasad, Sabeerali, C. T.
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

by 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)

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