Augmenting Ensemble Data Assimilation with Machine Learning for High Resolution Observations
Presentation, Australian Bureau of Meteorology Annual R&D Workshop, Melbourne, Australia
Talks and presentations
Invited Talks and Workshops
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning
Presentation, Taiwan-US Workshop on AI/ML for Satellite Data, Severe Weather, and Tropical Cyclones, Boulder, CO
Machine Learning Approaches for Assimilation of High-Resolution Observations
Presentation, Applied Mathematics Geosciences Seminar, Boulder, CO
Other Presentations and Posters
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning
Presentation, ATOC Colloquium, Boulder, CO
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning
Presentation, Annual Meeting of the American Meteorological Society, New Orleans, LA
A Machine Learning Augmented Data Assimilation Method for High-Resolution Observations
Presentation, Ocean Sciences Meeting, New Orleans, LA
Machine Learning Radiative Transfer Emulation for Satellite Data Assimilation
Poster, Earth System Science Poster Conference, Boulder, CO
Augmenting the EnKF with a Shallow Convolutional Neural Network
Poster, International Symposium on Data Assimilation, Fort Collins, CO
Uncertainty Quantification and Calibration of a Large Subsurface Flow and Transport Model Using the Ensemble Kalman Filter
Presentation, Waste Management Symposium, Phoenix, AZ