WS7:
Innovating the Geosciences: Data Science, Machine Learning, and Jupyter


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Session ID#: 50205

Session Description:
The recent decade has seen a flurry of exciting new developments and activities in the intersection of sensor technologies, data analytics and data assimilation in many fields of science. With a later start, geosciences in the past year has begun to move ahead and pick up steam in this new paradigm of data driven science. We solicit a group of experts in using Data Science, Machine Learning and High Performance Computing to discuss how Artificial Intelligence and new ways to communicate science, such as Jupyter Notebooks, will innovate the Geosciences.
Convener:  David A Yuen, McData Consulting Co., Ltd., Wuhan, China; Department of Earth Sciences, Minnesota Supercomputing Institute, University of Minnesota Twin Cities, Earth Sciences, Minneapolis, MN, United States
Submitter:  Gabriele Morra, University of Louisiana at Lafayette, Lafayette, LA, United States
Presenters:  Gregory C Beroza, Stanford University, Department of Geophysics, Stanford, CA, United States, Derrick Chambers, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Spokane, United States, Zhigang Peng, Georgia Institute of Technology, School of Earth and Atmospheric Sciences, Atlanta, United States, Maarten Dehoop, Rice University, Computational and applied mathematics, Houston, TX, United States, Maxwell L Rudolph, University of California Davis, Department of Earth and Planetary Sciences, Davis, CA, United States, Dr. Forrest M Hoffman, PhD, Oak Ridge National Laboratory, Computational Sciences & Engineering Division, Oak Ridge, United States, Benjamin K Holtzman, Lamont-Doherty Earth Observatory, Palisades, NY, United States, Matthew Knepley, University at Buffalo, Buffalo, NY, United States, Alan Cohen, Department of Energy Washington DC, Office of Oil and Natural Gas, Washington, DC, United States and David A Yuen, Univ of Minnesota, Minneapolis, United States
Onsite Contact:  Gabriele Morra, University of Louisiana at Lafayette, Lafayette, LA, United States

Cross-Listed:
  • ED - Education
  • IN - Earth and Space Science Informatics
  • S - Seismology
  • V - Volcanology, Geochemistry and Petrology
Index Terms:

0530 Data presentation and visualization [COMPUTATIONAL GEOPHYSICS]
0850 Geoscience education research [EDUCATION]
1942 Machine learning [INFORMATICS]
8419 Volcano monitoring [VOLCANOLOGY]

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