Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
#2213 · Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles Cranmer, Siavash Golkar, OLEXANDR GUGNIN, Geraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Thibaut Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K.D. Leka, Francois Lanusse, David Fouhey, Shirley Ho
We tackle prediction of partially observable systems with a multiscale inference scheme for diffusion models, improving accuracy and stability on solar dynamics without increasing computational cost.
