Department of Data Science

Branch-and-cut for mixed-integer robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers-Bergmann F, Stingl M Unpublished / Preprint ESM-Regio - Simulation and Optimization of Regional Energy Systems in Carbon-Neutral Scenarios (2026) Aigner KM, Bazan P, Bottler S, Burlacu R, Bölting B, Elhaus N, Karl J, et al. Unpublished / Preprint Robust Bayesian Optimization with an Application to Material Science (2026) Denzler S, Aigner KM, Lüer L, Brabec C, Liers F Unpublished / Preprint Feature Selection for Data-driven Explainable Optimization (2026) Aigner KM, Goerigk M, Hartisch M, Liers F, Miehlich A, Rösel F Unpublished / Preprint Scenario Reduction for Distributionally Robust Optimization (2026) Aigner KM, Denzler S, Liers F, Pokutta S, Sharma K Unpublished / Preprint Shopfloor Terminology for Retrieval-Augmented Generation (RAG): Aligning Operator Language with Engineering Knowledge (2025) Streloke L, Rank Y,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 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