34 citations · 108 across the 8 of their papers we have counts for
9 papers
An Exploration of X-ray Supernova Remnants in the Milky Way and Nearby Galaxies
Chris Albert, Vikram V Dwarkadas
We probe the environmental properties of X-ray supernova remnants (SNRs) at various points along their evolutionary journey, especially the S-T phase, and their conformance with th…
Symplectic Gaussian Process Regression of Hamiltonian Flow Maps
Katharina Rath, Christopher G. Albert, Bernd Bischl +1
We present an approach to construct appropriate and efficient emulators for Hamiltonian flow maps. Intended future applications are long-term tracing of fast charged particles in a…
2D Fourier finite element formulation for magnetostatics in curvilinear coordinates with a symmetry direction
Christopher G. Albert, Oszkár Bíró, Patrick Lainer
We present a numerical method for the solution of linear magnetostatic problems in domains with a symmetry direction, including axial and translational symmetry. The approach uses…
Quasi-geometric integration of guiding-center orbits in piecewise linear toroidal fields
M. Eder, C. G. Albert, L. M. P. Bauer +2
A numerical integration method for guiding-center orbits of charged particles in toroidal fusion devices with three-dimensional field geometry is described. Here, high order interp…
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-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…