Doctoral AbstractThesis

Towards Automatic and Reliable Localized Model Order Reduction. Local Training, a Posteriori Error Estimation and Online Enrichment.

Supervisors
Doctoral Subject
Mathematik
Doctoral Degree
Dr. rer. nat.
Awarded by
Department 10 – Mathematics and Computer Science
Project
Publications
  • , , and . . “Localized model reduction for parameterized problems.” in Model Order Reduction: Volume 2 Snapshot-Based Methods and Algorithms, edited by P Benner, S Grivet-Talocia, A Quarteroni, G Rozza, W Schilders and L Sileira. doi: 10.1515/9783110671490-006.
  • , , , , and . . “Advances in Model Order Reduction for Large Scale or Multi-Scale Problems.Oberwolfach Reports 16 (3): 25102512. doi: 10.4171/OWR/2019/40.
  • . . “Randomized Local Model Order Reduction.arXiv:1706.09179.
  • , , , and . . “ArbiLoMod: Local Solution Spaces by Random Training in Electrodynamics.” in Model Reduction of Parametrized Systems, Vol.17 of MS&A (Modeling, Simulation and Applications), edited by P. Benner, M. Ohlberger, A. Patera, G. Rozza and K. Urban. Cham: Springer International Publishing. doi: 10.1007/978-3-319-58786-8_9.
  • , , , and . . “ArbiLoMod, a Simulation Technique Designed for Arbitrary Local Modifications.SIAM Journal on Scientific Computing 39 (4): A1435–A1465.. doi: 10.1137/15M1054213.
  • , and . . “Interactive Simulations Using Localized Reduced Basis Methods.” in IFAC-PapersOnLine, Vol.48(1) doi: 10.1016/j.ifacol.2015.05.134.
  • , , , and . . “A Numerically Stable A Posteriori Error Estimator for Reduced Basis Approximations of Elliptic Equations.” in 11th World Congress on Computational Mechanics, WCCM 2014, 5th European Conference on Computational Mechanics, ECCM 2014 and 6th European Conference on Computational Fluid Dynamics, ECFD 2014, edited by Onate XO E. and A Huerta. Barcelona: CIMNE.