Dr. Lisa Kusch

Assistant Professor (UD), Computational Illumination Optics Group
Center for Analysis, Scientific Computing and Applications (CASA)
Technische Universiteit Eindhoven

Email: l.kusch@tue.nl
Homepage: Personal Profile TUE

Research Interests

  • Multi-Objective Optimization
  • Uncertainty Quantification
  • Robust Design
  • One-Shot Methods

Talks/Presentations


  • Efficient Calculation of Pareto Optimal Points for Shape Optimization, EUROGEN 2013, 07.10.13 – 09.10.13, Las Palmas, Gran Canaria, Spain
  • Robust Design in Multi-Objective Optimization, Workshop Women in Optimization, 02.03.15 – 04.03.15, Heidelberg, Germany, Poster Presentation
  • Robust Design in the Context of Deterministic Multi-Objective Optimization, UNCECOMP 2015, 25.05.15 – 27.05.15, Crete, Greece, Abstract
  • Robust Airfoil Design in the Context of Multi-Objective Optimization, EUROGEN 2015, 14.09.15 – 16.09.15, Glasgow, Scotland, UK
  • The One-Shot Method in SU2, GAMM 2016, 07.03.16 – 11.03.16, Braunschweig, Germany
  • An Efficient Approach for Multi-Objective Robust Design, ECCOMAS 2016, 05.06.16 – 10.06.16, Crete, Greece, Abstract
  • Semi-automatic transition from simulation to one-shot optimization with equality constraints, AD 2016, 12.09.16 – 15.09.16, Oxford, England, UK, Presentation
  • Robust Multi-Objective Airfoil Design: Results and Challenges, Workshop Women in Optimization, 20.03.17 – 22.03.17, Trier, Germany, Poster Presentation
  • Robustness Measures for Robust Design with Multiple Objectives, SIAM Optimization, 22.05.17 – 25.05.17, Vancouver, Kanada
  • First Steps towards Topology Optimization of Nonlinear Structures using the One-Shot Approach, EUROGEN 2017, 13.09.17 – 15.09.17, Madrid, Spain, Abstract
  • Adjoint Assisted Surrogate Modeling for Robust Design with Multiple Objectives, ECSO 2017, 20.09.17 – 22.09.17, Rome, Italy, Abstract
  • Robustness Measures for Multi-Objective Robust Design, EUROGEN 2019, 5.09.19 – 7.09.19, Guimaraes, Portugal, Abstract
  • Multi-Point Optimization of a Venturi Mixer for Residential Heating, 3rd SU2 Conference, 5.09.22 – 7.09.22, Varenna, Italy, Slides
  • Quantification of Uncertainties in a Model-Based Iterative Reconstruction Algorithm for Proton Computed Tomography, Second MODE Workshop for Differential Programming for Experiment Design, 12.09.22 – 16.09.22, Kolymbari, Greece, Slides
  • Multi-Objective Shape Optimization of a Venturi Mixer for Residential Heating, 4th SU2 Conference, 23.10.23 – 25.10.23, Varenna, Italy, Slides

Publications


PhD Thesis: Robustness Measures and Optimization Strategies for Multi-Objective Robust Design, Verlag Dr.Hut, MĂŒnchen, ISBN: 978-3-8439-4621-6, Thesis


2024

L. Chen, J. Rottmayer, L. Kusch, N. R.Gauger, Y. Ye,

Data-driven aerodynamic shape design with distributionally robust optimization approaches Journal Article

In: Computer Methods in Applied Mechanics and Engineering, vol. 429, pp. 117131, 2024, ISSN: 0045-7825.

Abstract | Links | BibTeX

C.M. Ubal, N. Beishuizen, L. Kusch, J. van Oijen

Adjoint-based design optimization of a Kenics static mixer Journal Article

In: Results in Engineering, 2024.

Links | BibTeX

2023

M. Aehle, J. Alme, C. Arata, I. Arsene, I. Bearden, T. Bodova, V. Borshchov, O. Bourrion, M. Bregant, A. van den Brink, V. Buchakchiev, A. Buhl, T. Chujo, L. Dufke, V. Eikeland, M. Fasel, N. Gauger, A. Gautam, A. Ghimouz, Y. Goto, R. Guernane, T. Hachiya, H. Hassan, L. He, H. Helstrup, L. Huhta, M. Inaba, T. Isidori, F. Jonas, T.Kawaguchi, R. Keidel, M. Kim, V. Kozhuharov, T. Kumaoka, L. Kusch, et al.

Performance of the electromagnetic and hadronic prototype segments of the ALICE Forward Calorimeter Miscellaneous

arXiv:2311.07413 [physics.ins-det], 2023.

Links | BibTeX

M. Aehle, J. Alme, G. Barnaföldi, J. BlĂŒhdorn, T. Bodova, V. Borshchov, A. van den Brink, V. Eikeland, G. Feofilov, C. Garth, N. R. Gauger, et al.

Exploration of Differentiability in a Proton Computed Tomography Simulation Framework Journal Article

In: Physics in Medicine and Biology, vol. 68, no. 24, pp. 244002, 2023.

Links | BibTeX

L. Chen, J. Rottmayer, L. Kusch, N.R. Gauger, Y. Ye

Data-driven aerodynamic shape design with distributionally robust optimization approaches Miscellaneous

arXiv:2310.08931, 2023.

Links | BibTeX

M. Aehle, L. Arsini, R. Belén Barreiro, A. Belias, F. Bury, S. Cebrian, A. Demin, J. Dickinson, J. Donini, T. Dorigo, M. Doro, N. R. Gauger, A. Giammanco, L. Gray, B. S. Gonzålez, V. Kain, J. Kieseler, L. Kusch, et al.

Progress in End-to-End Optimization of Detectors for Fundamental Physics with Differentiable Programming Miscellaneous

arXiv:2310.05673, 2023.

Links | BibTeX

2021

L. Kusch, N. R. Gauger

Robustness Measures for Multi-objective Robust Design Journal Article

In: Computational Methods in Applied Sciences, vol. 55, pp. 179-190, 2021.

Links | BibTeX

2019

L. Kusch, N. R. Gauger

Robust Airfoil Design in the Context of Multi-objective Optimization Journal Article

In: Computational Methods in Applied Sciences, vol. 48, pp. 391-403, 2019.

Links | BibTeX

2018

A. Walther; L. Kusch; N.R. Gauger

New Results for the Handling of Additional Equality Constraints in One-Shot Optimization Journal Article

In: Vietnam J. Math. , vol. 46, no. 4, pp. 825-836, 2018.

Links | BibTeX

L. Kusch; T. Albring; A. Walther; N.R. Gauger

A one-shot optimization framework with additional equality constraints applied to multi-objective aerodynamic shape optimization Journal Article

In: Optimization Methods and Software, vol. 33, no. 4-6, pp. 694-707, 2018.

Links | BibTeX

2016

L. Kusch; N.R. Gauger

The One-Shot Method in SU2 Journal Article

In: Proc. Appl. Math. Mech., vol. 16, no. 1, pp. 699–700, 2016, (DOI: 10.1002/pamm.201610338).

Links | BibTeX

A. Walther; N. R. Gauger; L. Kusch; N. Richert

On an extension of one-shot methods to incorporate additional constraints Journal Article

In: Optimization Methods and Software, vol. 31, no. 3, pp. 494-510, 2016, (DOI:10.1080/10556788.2016.1146268).

Links | BibTeX

2014

L. Kusch; N.R. Gauger; M. Spiller

Efficient Calculation of Pareto Optimal Points for Shape Optimization Journal Article

In: Evolutionary and Deterministic Methods for Design, Optimization, and Control with Applications to Industrial and Societal Problems, EUROGEN 2013, Universidad de Las Palmas de Gran Canaria, Spain, 2014, ISBN: 978-84-617-2141-2.

BibTeX

2012

Julian Koellermeier, Lisa Kusch, Thorsten Lajewski

Solving a non-linear partial differential equation for the simulation of tumour oxygenation Journal Article

In: SIAM Undergraduate Research Online (SIURO), vol. 5, 2012, (DOI:10.1137/11S011365).

Abstract | Links | BibTeX