Department of Data Science

Robust Bayesian Optimization with an Application to Material Science (2026) Denzler S, Aigner KM, Lüer L, Brabec C, Liers F Unpublished / Preprint Feature Selection for Data-driven Explainable Optimization (2026) Aigner KM, Goerigk M, Hartisch M, Liers F, Miehlich A, Rösel F Unpublished / Preprint Scenario Reduction for Distributionally Robust Optimization (2026) Aigner KM, Denzler S, Liers F, Pokutta S, Sharma K Unpublished / Preprint Robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers F, Stingl M Journal article, Original article High-quality tomographic image reconstruction integrating neural networks and mathematical optimization (2025) Mishra A, Gilch A, Apeleo Zubiri B, Rolfes J, Liers F Journal article Shopfloor Terminology for Retrieval-Augmented Generation (RAG): Aligning Operator Language with Engineering Knowledge (2025) Streloke L, Rank Y, Bodendorf F, Franke J, Bründl P Book chapter / Article in edited volumes Effect of diversity distribution symmetry on global oscillations of networks of excitable units (2025) Scialla S, Patriarca M, Heinsalu E, Yamakou M, Cartwright JH Journal article On the Optimal Location of Multiple Compressor Stations in Pipeline Networks Under Uncertainty (2025) Schuster M Conference contribution A Positive Semidefinite Safe Approximation of Multivariate Distributionally Robust Constraints Determined by Simple Functions (2025) Dienstbier J, Liers-Bergmann F, Rolfes J Journal article Verbundvorhaben ESM-Regio: Mehrsektorale gekoppelte Energiesystemmodellierung auf regionaler Ebene (2025) Bazan P, German R, Scharrer D, Aigner KM, Burlacu R, Liers F, Martin A, et al. Other publication type