Contact Us
Christian Grussler

Christian Grussler

Assistant Professor

Biographical Data

  • 2017 – PhD, Engineering (Automatic Control), Lund University
  • 2012 – MSc, Engineering Mathematics, Lund University
  • 2011 – Diploma/MSc, Industrial Mathematics, TU Kaiserslautern

Main areas of research

Christian has a broad, interdisciplinary interest within the areas of systems & control, optimization and machine learning. Specifically, he is interested in synergies that arise from positivity/invariance theory. This includes positive/monotone systems, harmonic analysis, sparse/low-rank optimization, model order reduction, system identification, nonnegative matrix factorization and deep learning.

Guest Appointments

  • Post-doc, University of California, Berkeley, 2020-2021
  • Post-doc, University of Cambridge, 2018-2020

Selected publications

  1. Grussler, A. Rantzer, On the Similarity of Nonnegative and Metzler Hessenberg Forms, Special Matrices, vol. 10, no. 1, pp. 1-8., 2022
  2. Grussler, R. Sepulchre, Variation diminishing linear time-invariant systems, vol. 136, pp. 109985, Automatica, 2022
  3. Grussler, T. Damm, R. Sepulchre, Balanced truncation of k-positive systems, IEEE Trans. Autom. Control, 67(1), pp. 526-531, 2022
  4. Grussler, P. Giselsson, Efficient proximal mapping computation for unitarily invariant low-rank inducing norms, J. Optim. Theory. Appl., pp. 1573-2878, 2021
  5. Grussler, A. Rantzer, On second-order cone positive systems, SIAM J. Control Optim., 59(4), 2717–2739, 2021
  6. Mostajeran, C. Grussler, R. Sepulchre, Geometric Matrix Midranges, SIAM J. Matrix Anal. Appl., 41 (3), pp. 1347–1368, 2020
  7. Grussler, P. Giselsson, Low-rank inducing norms with optimality interpretations, SIAM J. Optim., 28(4), pp. 3057–3078, 2018
  8. Grussler, A. Rantzer, P. Giselsson, Low-rank optimization with convex constraints, IEEE Trans. Autom. Control, 63(11), pp. 4000–4007, 2018
For more info
Please fill in the details

"*" indicates required fields

This field is for validation purposes and should be left unchanged.
*required fields are marked with an asterisk