Research
I am a numerical analyst; I construct, analyze and implement numerical methods for approximating the solutions to various problems, typically partial differential equations. Most of my work concerns different types of splitting schemes, which can be applied to a large number of problem classes to great effect. During the last few years, I have been working on largescale (differential) Riccati equations, which are used in optimal control problems. Recently, I have also become interested in numerical methods for machine learning in the context of artificial intelligence.
Short CV
Born on February 13, 1986, in Myckleby, Sweden.
Education:
 Ph.D. in Numerical Analysis, Lund University, Lund, Sweden, 2015
 MSc. in Mathematics, Lund University, Lund, Sweden, 2010
 BSc. in Mathematics, Lund University, Lund, Sweden, 2009
Academic employment:
 Postdoc, Max Planck Institute for Dynamics of Complex Technical Systems, Germany, 2017 (current)
 Postdoc, Chalmers and the University of Gothenburg, Sweden, 20152017
Preprints

with H. Mena, L.M. Pfurtscheller:
GPU acceleration of splitting schemes applied to differential matrix equations
[preprint]
[arxiv]

Convergence analysis for the exponential Lie splitting scheme applied to the abstract differential Riccati equation
[preprint]
Publications

Singular value decay of operatorvalued differential Lyapunov and Riccati equations
SIAM J. Control Optim. 56(5) (2018), pp. 3598–3618
[preprint]
[journal]

with A. Målqvist, A. Persson:
Multiscale differential Riccati equations for linear quadratic regulator problems
SIAM J. Sci. Comput. 40(4) (2018), pp. A2406–A2426
[offprint]
[journal]

Adaptive highorder splitting schemes for largescale differential Riccati equations
Numer. Algor. 78(4) (2018), pp. 1129–1151
[offprint]
[journal]

with T. Damm, H. Mena:
Numerical Solution of the Finite Horizon Stochastic Linear Quadratic Control Problem
Numer. Linear Algebra Appl. 24(4) (2017), e2091
[preprint]
[journal]

with A. Målqvist:
Finite element convergence analysis for the thermoviscoelastic Joule heating problem
BIT 57(3) (2017), pp.787810
[preprint]
[journal]

Lowrank secondorder splitting of largescale differential Riccati equations
IEEE Trans. Automat. Control 60(10) (2015), pp. 27912796
[preprint]
[journal]

with E. Hansen:
Convergence analysis for splitting of the abstract differential Riccati equation
SIAM J. Numer. Anal. 52(6) (2014), pp. 31283139
[preprint]
[journal]

with E. Hansen:
Implicit Euler and Lie splitting discretizations of nonlinear parabolic equations with delay
BIT 54(3) (2014), pp. 673689
[preprint]
[journal]

with E. Hansen:
Convergence of the implicitexplicit Euler scheme applied to perturbed dissipative evolution equations
Math. Comp. 82(284) (2013), pp. 19751985
[preprint]
[journal]
Thesis

T. Stillfjord, Splitting schemes for nonlinear parabolic problems, 2015, LUP.
In addition to the LUP link, the thesis can be found here (with hyperlinks) or here (without hyperlinks). Both versions omit the included papers. For these, see above.
Peer review
I have refereed papers in the following journals:
Software

MATLABcode for approximating the solution to a differential Riccati equation, based on the methods described in the papers 4 and 7 (listed above), is available here: DREsplit. (A GitLab version is forthcoming.)
Please read the accompanying Readmefile for important information.
Last updated on: 20180618
Other links

Postal address:
MaxPlanckInstitut für Dynamik komplexer technischer Systeme
Sandtorstraße 1
DE39106 Magdeburg
Germany
Office: room S3.14
Email: my surname at mpimagdeburg dot mpg.de
URL: http://www.tonystillfjord.net
URL: http://www.mpimagdeburg.mpg.de/csc
Phone: +49 391 6110 377 (office)