27 citations · 57 across the 8 of their papers we have counts for
3 papers · 1 filter
Eigenvalue initialisation and regularisation for Koopman autoencoders
Jack W. Miller, Charles O'Neill, Navid C. Constantinou +1
Regularising the parameter matrices of neural networks is ubiquitous in training deep models. Typical regularisation approaches suggest initialising weights using small random valu…
Stokes drift should not be added to ocean general circulation model velocities
Gregory LeClaire Wagner, Navid C. Constantinou, Brandon G. Reichl
Studies of ocean surface transport often invoke the "Eulerian-mean hypothesis": that wave-agnostic general circulation models neglecting explicit surface waves effects simulate the…
How winds and ocean currents influence the drift of floating objects
Till J. W. Wagner, Ian Eisenman, Amanda M. Ceroli +1
Arctic icebergs, unconstrained sea ice floes, oil slicks, mangrove drifters, lost cargo containers, and other flotsam are known to move at 2-4% of the prevailing wind velocity rela…