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

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Decoding the Spatiotemporal Complexities of the Permafrost Carbon Feedback With Multimodal Ensemble Learning

by Gay, B. A., Pastick, N. J., Watts, J. D., Armstrong, A. H., Miner, K. R., Miller, C. E.
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Homogeneity Equation for the Effective Elastic Properties of Heterogenous Rocks Developed From Machine Learning

by Maalouf, E., Kareem, H., Chebli, H.
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

by 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)

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Incorporating Hourly Convective Cloud Data Into Tropical Cyclone Rapid Intensification Forecasting With Machine Learning

by Wu, Qiaoyan, Luo, Tong, Hong, Jiacheng
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Multi‐Annual Inventorying of Retrogressive Thaw Slumps Using Domain Adaptation

by Lin, Yiling, Hu, Xie, Lu, Haoyu, Niu, Fujun, Liu, Gengnian, Huang, Lingcao, Zhang, Shanghang, Liu, Jifu, Liu, Yunhuai
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Geological Knowledge‐Guided Dual‐Branch Deep Learning Model for Identification of Geochemical Anomalies Related to Mineralization

by Xu, Ying, Zuo, Renguang, Bai, Yang
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Rapid Automated Mapping of Clouds on Titan With Instance Segmentation

by Yahn, Zachary, Trent, Douglas M., Duncan, Ethan, Seignovert, Benoît, Santerre, John, Nixon, Conor A.
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns

by Agrawal, Tarun, Goodwell, Allison, Kumar, Praveen
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Automatic Differentiation‐Based Full Waveform Inversion With Flexible Workflows

by Liu, Feng, Li, Haipeng, Zou, Guangyuan, Li, Junlun
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Ice‐kNN‐South: A Lightweight Machine Learning Model for Antarctic Sea Ice Prediction

by Lin, Yongcheng, Yang, Qinghua, Li, Xuewei, Dong, Xiaoran, Luo, Hao, Nie, Yafei, Wang, Jiuke, Wang, Yiguo, Min, Chao
Published in Journal of geophysical research. Machine learning and computation (01.03.2025)

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Deep Learning‐Based 3D Microseismic Event Direct Location Using Simultaneous Surface and Borehole Data

by Yang, Yuanyuan, Saad, Omar M., Alkhalifah, Tariq
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Using Explainable AI and Transfer Learning to Understand and Predict the Maintenance of Atlantic Blocking With Limited Observational Data

by Zhang, Huan, Finkel, Justin, Abbot, Dorian S., Gerber, Edwin P., Weare, Jonathan
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Improving the Skill of Subseasonal to Seasonal (S2S) Wind Speed Forecasts Over India Using Statistical and Machine Learning Methods

by Das, Aheli, Reddy, Dondeti Pranay, Baidya Roy, Somnath
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Estimating Interplanetary Magnetic Field Conditions at Mercury's Orbit From MESSENGER Magnetosheath Observations Using a Feedforward Neural Network

by Bowers, Charles F., Jackman, Caitríona M., Azari, Abigail R., Smith, Andy W., Wright, Paul J., Rutala, Matthew J., Sun, Weijie, Healy, Adam
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Unsupervised Coherent Noise Removal From Seismological Distributed Acoustic Sensing Data

by Konietzny, Sebastian, Lai, Voon Hui, Miller, Meghan S., Townend, John, Harmeling, Stefan
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Exploring a Data‐Driven Approach to Identify Regions of Change Associated With Future Climate Scenarios

by Labe, Zachary M., Delworth, Thomas L., Johnson, Nathaniel C., Cooke, William F.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Sub‐Pixel Displacement Estimation With Deep Learning: Application to Optical Satellite Images Containing Sharp Displacements

by Montagnon, Tristan, Giffard‐Roisin, Sophie, Dalla Mura, Mauro, Marchandon, Mathilde, Pathier, Erwan, Hollingsworth, James
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Deep Forest Modeling: An Interpretable Deep Learning Method for Mineral Prospectivity Mapping

by Dong, Yue‐Lin, Zhang, Zhen‐Jie
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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LiveWire: Horizontal Geoelectric Field Prediction With 1‐hr Lead‐Time Using Multi‐Fidelity Boosted Neural Networks

by Hu, A., Camporeale, E., Lucas, G., Berger, T.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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Air Quality Estimation and Forecasting via Data Fusion With Uncertainty Quantification: Theoretical Framework and Preliminary Results

by Malings, Carl, Knowland, K. Emma, Pavlovic, Nathan, Coughlin, Justin G., King, Daniel, Keller, Christoph, Cohn, Stephen, Martin, Randall V.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)

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