128 citations · 592 across the 51 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020
Structure preserving deep learning
Elena Celledoni, Matthias J. Ehrhardt, Christian Etmann +4
Over the past few years, deep learning has risen to the foreground as a topic of massive interest, mainly as a result of successes obtained in solving large-scale image processing…
math.NA2020★ 7 cited
Backward error analysis for variational discretisations of partial differential equations
Robert I McLachlan, Christian Offen
In backward error analysis, an approximate solution to an equation is compared to the exact solution to a nearby modified equation. In numerical ordinary differential equations, th…
math.DS2020
Homoclinic tangencies with infinitely many asymptotically stable single-round periodic solutions
S. S. Muni, R. I. McLachlan, D. J. W. Simpson
We consider a homoclinic orbit to a saddle fixed point of an arbitrary map on and study the phenomenon that has an infinite family of asymptotical…