Department of Data Science

Branch-and-cut for mixed-integer robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers F, Stingl M Unpublished / Preprint ESM-Regio - Simulation and Optimization of Regional Energy Systems in Carbon-Neutral Scenarios (2026) Aigner KM, Bazan P, Bottler S, Burlacu R,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 Unpublished / Preprint Robust Bayesian Optimization with an Application to Material Science (2026) Denzler S, Aigner KM, Lüer L, Brabec C, Liers F Unpublished / Preprint Algorithms for robust chance-constrained optimization with mixture ambiguity (2026) Bernhard D, Stingl M, Liers F Unpublished / Preprint Feature Selection for Data-driven Explainable Optimization (2026) Aigner KM, Goerigk M, Hartisch M, Liers F, Miehlich A, Rösel F Unpublished / Preprint Scenario Reduction for Distributionally Robust Optimization (2026) Aigner KM, Denzler S, Liers F, Pokutta S, Sharma K Unpublished / Preprint Robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers F, Stingl M Unpublished / Preprint Lexicographic column generation with a tree search pricing algorithm (2026) Bärmann A, Müller A, Weninger D Journal article High-quality tomographic image reconstruction integrating neural networks and mathematical optimization (2025) Apeleo Zubiri B, Gilch A, 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