3 papers
stat.AP2020
Estimating Concurrent Climate Extremes: A Conditional Approach
Whitney K. Huang, Adam H. Monahan, Francis W. Zwiers
Simultaneous concurrence of extreme values across multiple climate variables can result in large societal and environmental impacts. Therefore, there is growing interest in underst…
physics.ao-ph2019
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model
David John Gagne, Hannah M. Christensen, Aneesh C. Subramanian +1
Stochastic parameterizations account for uncertainty in the representation of unresolved sub-grid processes by sampling from the distribution of possible sub-grid forcings. Some ex…
math.DS2017
Reduced α-stable dynamics for multiple time scale systems forced with correlated additive and multiplicative Gaussian white noise
William F. Thompson, Rachel A. Kuske, Adam. H. Monahan
Stochastic averaging problems with Gaussian forcing have been studied thoroughly for many years, but far less attention has been paid to problems where the stochastic forcing has i…