Persoonlijk profiel
Quote
``Essentially, all models are wrong, but some are useful.'' (attributed to George Box)
Research profile
Kerstin Lux-Gottschalk is an Assistant Professor in the Centre for Analysis, Scientific Computing and Applications (CASA) at the Department of Mathematics and Computer Science, Eindhoven University of Technology. She is a broadly based applied mathematician who draws a lot of motivation from real-world applications and challenges that society is facing. Her research lies at the interface of uncertainty quantification, differential equations (in particular numerical methods for stochastic differential equations), and optimal control. In particular, she works on uncertainty quantification of bifurcations in random ordinary differential equations. The aim is to contribute to a risk assessment of tipping points (critical transitions) in complex mathematical models from climate science, epidemiology, and ecology.
Academic background
Kerstin Lux-Gottschalk completed her Bachelor and Master studies at the University of Mannheim, Germany, including a semester abroad at the Université Nice Sophia Antipolis, France. She obtained her PhD under the supervision of Prof. Dr. Simone Göttlich from the University of Mannheim with her thesis entitled “Optimal inflow control in hyperbolic supply systems with uncertain demand”. She continued her academic journey as a postdoctoral researcher in the group of Multiscale and Stochastic Dynamics lead by Prof. Dr. Christian Kuehn at the Technical University of Munich, Germany. Kerstin Lux-Gottschalk joined TU/e in July 2023 as an Assistant Professor.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
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SDG 7 – Betaalbare en schone energie
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SDG 13 – Klimaatactie
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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Uncertainty quantification for overshoots of tipping thresholds
Lux-Gottschalk, K. (Corresponding author) & Ritchie, P. D. L., 18 jul. 2025, In: Earth System Dynamics. 16, 4, blz. 1153-1168 16 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand5 Downloads (Pure) -
Reinforcement learning for docking maneuvers with prescribed performance
Gottschalk, S. (corresponderende auteur), Lanza, L., Worthmann, K. & Lux-Gottschalk, K., 2024.Onderzoeksoutput: Bijdrage aan congres › Paper › Academic
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Uncertainty quantification for overshoots of tipping thresholds
Lux-Gottschalk, K. & Ritchie, P., 2024, (Ingediend).Onderzoeksoutput: Werkdocument › Preprint › Academic › peer review
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Assessing the impact of parametric uncertainty on tipping points of the Atlantic meridional overturning circulation
Lux-Gottschalk, K. (Corresponding author), Ashwin, P., Wood, R. & Kuehn, C., 2022, In: Environmental Research Letters . 17, 7, 075002.Onderzoeksoutput: Bijdrage aan tijdschrift › Speciale editie › Academic › peer review
Open Access5 !!Link opens in a new tab Citaten (Scopus) -
Nonlinear Dynamical Uncertainty Quantification for Random Differential Equations
Lux-Gottschalk, K., Kuehn, C. & Breden, M., 2022Onderzoeksoutput: Andere bijdrage › Overige bijdrage › Academic
Cursussen
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Matrices and Differential Equations
Lux-Gottschalk, K., Galleze, R. & Goulamaly, F. 1/09/13 → 31/08/26
Cursus
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Theory and Applications of Ordinary Differential Equations (CBL component)
Prokert, G., Lux-Gottschalk, K. & Goering, M. 1/09/23 → 31/08/26
Cursus