output
20022026
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations

Showing 2020Show all

5 papers · 1 filter

cond-mat.soft2020★ 4 cited

Effects of spatially-varying substrate anchoring on instabilities and dewetting of thin Nematic Liquid Crystal films

M. Lam, L. Kondic, L. Cummings

Partially wetting nematic liquid crystal (NLC) films on substrates are unstable to dewetting-type instabilities due to destablizing solid/NLC interaction forces. These instabilitie…

physics.flu-dyn2020★ 21 cited

On the problem of modeling the boat wake climate; the Florida intracoastal waterway

C. Forlini, R. Qayyum, M. Malej +4

The impact of boat traffic on the health of coastal ecosystems is a multi-scale process: from minutes (individual wakes) to days (tidal modulation of sediment transport), to season…

physics.ao-ph2020★ 33 cited

Experimental evidence for a universal threshold characterizing wave-induced sea ice break-up

J. J. Voermans, J. Rabault, K. Filchuk +7

Waves can drastically transform a sea ice cover by inducing break-up over vast distances in the course of a few hours. However, relatively few detailed studies have described this…

cs.CV2020★ 35 cited

Introducing Fuzzy Layers for Deep Learning

Stanton R. Price, Steven R. Price, Derek T. Anderson

Many state-of-the-art technologies developed in recent years have been influenced by machine learning to some extent. Most popular at the time of this writing are artificial intell…

physics.comp-ph2020★ 43 cited

A greedy non-intrusive reduced order model for shallow water equations

Sourav Dutta, Matthew W. Farthing, Emma Perracchione +2

In this work, we develop Non-Intrusive Reduced Order Models (NIROMs) that combine Proper Orthogonal Decomposition (POD) with a Radial Basis Function (RBF) interpolation method to c…