Session 3B Deep Learning for Environmental Datasets, Part II

Monday, 7 January 2019: 2:00 PM-2:45 PM
North 125AB (Phoenix Convention Center - West and North Buildings)
Host: 18th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Cochairs:
David John Gagne II, NCAR, Boulder, CO and Amy McGovern, University of Oklahoma, School of Computer Science, Norman, OK

Papers:
2:00 PM
3B.1
Development and Interpretation of Deep Learning Models for Nowcasting Convective Hazards
Ryan A. Lagerquist, CIMMS, Norman, OK; and A. McGovern, C. R. Homeyer, C. K. Potvin, T. Sandmael, and T. M. Smith
Recorded Presentation

2:15 PM
3B.2
Deep Neural Networks−Based Augmentation of Rainfall Data
Muhammed A. Sit, University of Iowa, Iowa City, IA; and B. C. Seo, W. F. Krajewski, and I. Demir
Recorded Presentation

2:30 PM
3B.3
Extreme Weather Event Prediction Using Bayesian Deep Neural Network
Orhun Aydin, ESRI, Redlands, CA
Recorded Presentation

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