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20132026
most citedStabilized Neural Ordinary Differential Equations for Long-Time Forecasting of Dynamical Systems

82 citations · 876 across the 71 of their papers we have counts for

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Showing 2021Show all

6 papers · 1 filter

math.DS2021

Nearly-periodic maps and geometric integration of noncanonical Hamiltonian systems

J. W. Burby, E. Hirvijoki, M. Leok

M. Kruskal showed that each continuous-time nearly-periodic dynamical system admits a formal symmetry, generated by the so-called roto-rate. When the nearly-periodic system…

eess.IV2021★ 14 cited

High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features

Maliha Hossain, Balasubramanya T. Nadiga, Oleg Korobkin +7

Radiography is often used to probe complex, evolving density fields in dynamic systems and in so doing gain insight into the underlying physics. This technique has been used in num…

math.DS2021★ 13 cited

Normal stability of slow manifolds in nearly-periodic Hamiltonian systems

J. W. Burby, E. Hirvijoki

M. Kruskal showed that each nearly-periodic dynamical system admits a formal symmetry, generated by the so-called roto-rate. We prove that such systems also admit nearly-inv…

physics.plasm-ph2021★ 6 cited

Hamiltonian reduction of Vlasov-Maxwell to a dark slow manifold

George Miloshevich, Joshua W. Burby

We show that nonrelativsitic scaling of the collisionless Vlasov-Maxwell system implies the existence of a formal invariant slow manifold in the infinite-dimensional Vlasov-Maxwell…

physics.plasm-ph2021

Improved accuracy in degenerate variational integrators for guiding center and magnetic field line flow

J. W. Burby, J. M. Finn, C. L. Ellison

First-order accurate degenerate variational integration (DVI) was introduced in C. L. Ellison et. al, Phys. Plasmas 25, 052502 (2018) for systems with a degenerate Lagrangian, i.e.…

math-ph2021★ 1 cited

Integrability, Normal Forms, and Magnetic Axis Coordinates

Joshua W. Burby, Nathan Duignan, James D. Meiss

Integrable or near-integrable magnetic fields are prominent in the design of plasma confinement devices. Such a field is characterized by the existence of a singular foliation cons…