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Application of the AI2 Climate Emulator to E3SMv2's Global Atmosphere Model, With a Focus on Precipitation Fidelity
Duncan, James P. C., Wu, Elynn, Golaz, Jean‐Christophe, Caldwell, Peter M., Watt‐Meyer, Oliver, Clark, Spencer K., McGibbon, Jeremy, Dresdner, Gideon, Kashinath, Karthik, Bonev, Boris, Pritchard, Michael S., Bretherton, Christopher S.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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PRIME‐SH: A Data‐Driven Probabilistic Model of Earth's Magnetosheath
O’Brien, C., Walsh, B. M., Zou, Y., Qudsi, R., Tasnim, S., Zhang, H., Sibeck, D. G.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Mapping Dissolved Oxygen Concentrations by Combining Shipboard and Argo Observations Using Machine Learning Algorithms
Ito, Takamitsu, Cervania, Ahron, Cross, Kaylin, Ainchwar, Sanika, Delawalla, Sara
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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A Virtual Solar Wind Monitor at Mars With Uncertainty Quantification Using Gaussian Processes
Azari, A. R., Abrahams, E., Sapienza, F., Halekas, J., Biersteker, J., Mitchell, D. L., Pérez, F., Marquette, M., Rutala, M. J., Bowers, C. F., Jackman, C. M., Curry, S. M.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Prediction of Distributed River Sediment Respiration Rates Using Community‐Generated Data and Machine Learning
Gary, Stefan F., Scheibe, Timothy D., Rexer, Em, Torreira, Alvaro Vidal, Garayburu‐Caruso, Vanessa A., Goldman, Amy, Stegen, James C.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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A Hybrid Machine Learning/Physics‐Based Modeling Framework for 2‐Week Extended Prediction of Tropical Cyclones
Liu, Hao‐Yan, Tan, Zhe‐Min, Wang, Yuqing, Tang, Jianping, Satoh, Masaki, Lei, Lili, Gu, Jian‐Feng, Zhang, Yi, Nie, Gao‐Zhen, Chen, Qi‐Zhi
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Augmented Four‐Dimensional Mesosphere and Lower Thermosphere Wind Field Reconstruction via the Physics‐Informed Machine Learning Approach HYPER
Urco, Juan M., Feraco, Fabio, Chau, Jorge L., Marino, Raffaele
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Sensitivity Analysis in the Presence of Intrinsic Stochasticity for Discrete Fracture Network Simulations
Murph, A. C., Strait, J. D., Moran, K. R., Hyman, J. D., Viswanathan, H. S., Stauffer, P. H.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Iterative Error‐Driven Ensemble Labeling (IEDEL) Algorithm for Enhanced Data Quality Control for the Atmospheric Radiation Measurement (ARM) Program User Facility
Li, Lishan, Kehoe, Kenneth E., Hu, Jiaxi, Peppler, Randy A., Sockol, Alyssa J., Godine, Corey A.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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ResACEUnet: An Improved Transformer Unet Model for 3D Seismic Fault Detection
Zu, Shaohuan, Zhao, Penghui, Ke, Chaofan, Junxing, Cao
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Automated River Substrate Mapping From Sonar Imagery With Machine Learning
Bodine, C. S., Buscombe, D., Hocking, T. D.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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