101 citations · 195 across the 14 of their papers we have counts for
3 papers · 1 filter
Spatially Correlated Noise Induces Transitions from the Diffusive to Ballistic Regime in Fluids
Sijie Huang, Ayush Saurabh, Steve Presse
We investigate the fluctuating incompressible Navier--Stokes equation driven by spatially correlated thermal noise characterized by a single length scale. This formulation is const…
A cautious user's guide in applying HMMs to physical systems
Max Schweiger, Ayush Saurabh, Steve Pressé
Nature, as far as we know, evolves continuously through space and time. Yet the ubiquitous hidden Markov model (HMM)--originally developed for discrete time and space analysis in n…
Avoiding subtraction and division of stochastic signals using normalizing flows: NFdeconvolve
Pedro Pessoa, Max Schweiger, Lance W. Q. Xu +4
Across the scientific realm, we find ourselves subtracting or dividing stochastic signals. For instance, consider a stochastic realization, , generated from the addition or mult…