10 citations · 15 across the 6 of their papers we have counts for
3 papers · 1 filter
Temporal Normalizing Flows
Gert-Jan Both, Remy Kusters
Analyzing and interpreting time-dependent stochastic data requires accurate and robust density estimation. In this paper we extend the concept of normalizing flows to so-called tem…
Geometric localization in supported elastic struts
Thomas C. T. Michaels, Remy Kusters, Alexander J. Dear +3
Localized deformation patterns are a common motif in morphogenesis and are increasingly finding widespread applications in materials science, for instance as memory devices. Here w…
DeepMoD: Deep learning for Model Discovery in noisy data
Gert-Jan Both, Subham Choudhury, Pierre Sens +1
We introduce DeepMoD, a Deep learning based Model Discovery algorithm. DeepMoD discovers the partial differential equation underlying a spatio-temporal data set using sparse regres…