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Bayesian Optimization with an Application to Material Science (2026) Denzler S, Aigner KM, Lüer L, Brabec C, Liers F Unpublished / Preprint Branch-and-cut for mixed-integer robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers-Bergmann F, Stingl M Unpublished / Preprint Shopfloor Terminology for Retrieval-Augmented Generation (RAG): Aligning Operator Language with Engineering Knowledge (2025) Streloke L, Rank Y,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 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 Robust static and dynamic maximum flows (2025) Biefel C, Kuchlbauer M, Liers-Bergmann F, Waldmüller L Journal article Dynamical equivalence between resonant translocation of a polymer chain and diversity-induced resonance (2025) Patriarca M, Scialla S, Heinsalu E, Yamakou M, Cartwright JH Journal article Large Language Models for Tacit Knowledge Elicitation in Industry 5.0: A Literature Review (2025) Rank Y, Streloke L, Bründl P, Bodendorf F, Franke J Book chapter / Article in edited volumes Vector AutoRegressive Moving Average Models: A Review (2025) Düker MC, Matteson DS, Tsay RS, Wilms I Journal article, Review article