Bach, Christopher; Dr.-Ing

Contact: christopher.bach@bmw.de
Role: Externer Doktorand
Company: BMW Group
Activity Period: 2016 - 2019
Dissertation: Nonlinear model order reduction and machine learning methods for explicit FEM and crash analysis

Publications

2022

  • Czech, Catharina; Lesjak, Mathias; Bach, Christopher; Duddeck, Fabian: Data-driven models for crashworthiness optimisation: intrusive and non-intrusive model order reduction techniques. Structural and Multidisciplinary Optimization 65 (7), 2022 more… BibTeX Full text ( DOI )

2020

  • Bacquaert, G.; Bach, C.; Draper, D.; Peldschus, S.; Duddeck, F.: Positioning human body models for crashworthiness using model order reduction. Computer Methods in Biomechanics and Biomedical Engineering 23 (11), 2020, 734-743 more… BibTeX Full text ( DOI )

2019

  • Bach, C.; Ceglia, D.; Song, L.; Duddeck, F.: Randomized low‐rank approximation methods for projection‐based model order reduction of large nonlinear dynamical problems. International Journal for Numerical Methods in Engineering 118 (4), 2019, 209-241 more… BibTeX Full text ( DOI )
  • Bach, C.; Duddeck, F.; Song, L.: Fixed‐precision randomized low‐rank approximation methods for nonlinear model order reduction of large systems. International Journal for Numerical Methods in Engineering 119 (8), 2019, 687-711 more… BibTeX Full text ( DOI )

2018

  • Bach, C.; Bartol, J.; Ceglia, D.; Song, L.; Duddeck, F.: Randomized nonlinear model order reduction methods for large dynamical problems with explicit time integration. PAMM 18 (1), 2018, e201800252 more… BibTeX Full text ( DOI )
  • Scheffold, D.; Bach, C.; Duddeck, F.; Müller, G.; Buchschmid, M.: Vibration Frequency Optimization of Jointed Structures with Contact Nonlinearities using Hyper-Reduction. 9th Vienna Int. Conf. on Math. Modelling (MATHMOD), 2018 more… BibTeX

2017

  • Bach, C.; Cuevas Salazar, I.; Song, L.; Fender, J.; Duddeck, F.: Nonlinear Model Order Reduction of Explicit Finite Element Simulations for Crash Analysis. 14th Int. Conf. on Comput. Plast. (COMPLAS), 2017 more… BibTeX