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David John Gagne II — most-cited papers & profile · Time Series

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David John Gagne II

7 papers · 9 citations

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Most-cited papers

Controllable Probabilistic Forecasting with Stochastic Decomposition Layers
2025
Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation
2025
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model
2023
Physically Explainable Deep Learning for Convective Initiation Nowcasting Using GOES-16 Satellite Observations
2023
Improving ensemble extreme precipitation forecasts using generative artificial intelligence
2024
Community Research Earth Digital Intelligence Twin (CREDIT)
2024

Top co-authors

Yingkai Sha · 3 da Fan · 2 Dhamma Kimpara · 2 John S. Schreck · 2 Judith Berner · 2 Negin Sobhani · 2 Ryan A. Sobash · 2 Steven J. Greybush · 2 and Chaopeng Shen · 1 and Eugene E. Clothiaux · 1 Arnold Kazadi · 1 Ben Kirk · 1

Topics

cs.AI physics.ao-ph cs.LG physics.geo-ph