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Deep Learning Insights Into Ionospheric Sporadic E Irregularities Under Different Solar Activity Conditions
Tian, Penghao, Yu, Bingkun, Ye, Hailun, Xue, Xianghui, Wu, Jianfei, Chen, Tingdi
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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From Labquakes to Megathrusts: Scaling Deep Learning Based Pickers Over 15 Orders of Magnitude
Shi, Peidong, Meier, Men‐Andrin, Villiger, Linus, Tuinstra, Katinka, Selvadurai, Paul Antony, Lanza, Federica, Yuan, Sanyi, Obermann, Anne, Mesimeri, Maria, Münchmeyer, Jannes, Bianchi, Patrick, Wiemer, Stefan
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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Accelerating Multiphase Simulations With Denoising Diffusion Model Driven Initializations
Chung, Jaehong, Marcato, Agnese, Guiltinan, Eric J., Mukerji, Tapan, Viswanathan, Hari, Lin, Yen Ting, Santos, Javier E.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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Detachment of the Subducting Slab in Ancient Subduction Zones Discerned Using Machine Learning
Ou, Quan, Zheng, Dongyu, Nichols, Alexander R. L., Wang, Kun, Qian, Sheng‐Ping, Zi, Feng, Ma, Anlin, Zeng, Yun‐Chuan, Huang, Zongying, Liao, Jia, Hou, Zixi
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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An Integrated Machine Learning Workflow to Estimate In Situ Stresses Based on Downhole Sonic Logs and Laboratory Triaxial Ultrasonic Velocity Data
Mustafa, Ayyaz, Kelley, Mark, Lu, Guanyi, Bunger, Andrew P.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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A Machine Learning Approach to Produce a Continuous Solar‐Induced Chlorophyll Fluorescence Over the Arctic Ocean
Madani, Nima, Parazoo, Nicholas C., Manizza, Manfredi, Chatterjee, Abhishek, Carroll, Dustin, Menemenlis, Dimitris, Le Fouest, Vincent, Matsuoka, Atsushi, Luis, Kelly M., Serra‐Pompei, Camila, Miller, Charles E.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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
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)
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
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)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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Clustering of Global Magnetospheric Observations
Edmond, James, Raeder, Joachim, Ferdousi, Banafsheh, Argall, Matthew, Innocenti, Maria Elena
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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
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)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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Uncertainty Quantification in Reduced‐Order Gas‐Phase Atmospheric Chemistry Modeling Using Ensemble SINDy
Guo, Lin, Yang, Xiaokai, Zheng, Zhonghua, Riemer, Nicole, Tessum, Christopher W.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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Enhancing River Channel Dimension Estimation: A Machine Learning Approach Leveraging the National Water Model, Hydrographic Networks, and Landscape Characteristics
Modaresi Rad, Arash, Johnson, J. Michael, Ghahremani, Zahra, Coll, James, Frazier, Nels
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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A Machine Learning Zircon Trace Element Tool to Predict Porphyry Deposit Type and Resource Size
Wen, Zi‐Hao, Xu, Bo, Kirkland, Christopher L., Lentz, David R., Hou, Zeng‐Qian, Wang, Tao, Yuan, Mao‐Wen
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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