C. Jidling

2papers

2 Papers

COMP-PHMay 15, 2019
Neutron Transmission Strain Tomography for Non-Constant Stress-Free Lattice Spacing

J. N. Hendriks, C. Jidling, T. B. Schön et al.

Recently, several algorithms for strain tomography from energy-resolved neutron transmission measurements have been proposed. These methods assume that the stress-free lattice spacing $d_0$ is a known constant limiting their application to the study of stresses generated by manufacturing and loading methods that do not alter this parameter. In this paper, we consider the more general problem of jointly reconstructing the strain and $d_0$ fields. A method for solving this inherently non-linear problem is presented that ensures the estimated strain field satisfies equilibrium and can include knowledge of boundary conditions. This method is tested on a simulated data set with realistic noise levels, demonstrating that it is possible to jointly reconstruct $d_0$ and the strain field.

MLDec 18, 2018
Evaluating the squared-exponential covariance function in Gaussian processes with integral observations

J. N. Hendriks, C. Jidling, A. Wills et al.

This paper deals with the evaluation of double line integrals of the squared exponential covariance function. We propose a new approach in which the double integral is reduced to a single integral using the error function. This single integral is then computed with efficiently implemented numerical techniques. The performance is compared against existing state of the art methods and the results show superior properties in numerical robustness and accuracy per computation time.