34 citations · 108 across the 8 of their papers we have counts for
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physics.data-an2019
Gaussian processes for data fulfilling linear differential equations
Christopher G. Albert
A method to reconstruct fields, source strengths and physical parameters based on Gaussian process regression is presented for the case where data are known to fulfill a given line…
physics.class-ph2019★ 3 cited
Physics-informed transfer path analysis with parameter estimation using Gaussian processes
Christopher Albert
Gaussian processes regression is applied to augment experimental data of transfer-path analysis (TPA) by known information about the underlying physical properties of the system un…
physics.comp-ph2019★ 34 cited
Symplectic integration with non-canonical quadrature for guiding-center orbits in magnetic confinement devices
Christopher G. Albert, Sergei V. Kasilov, Winfried Kernbichler
We study symplectic numerical integration of mechanical systems with a Hamiltonian specified in non-canonical coordinates and its application to guiding-center motion of charged pl…