Department of Data Science

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. Journal article, Original article Early Detection of DMA-Level Leaks in Water Networks Using Robust Regression Ensemble Framework (2026) Chatterjee S, Ghumkar S, Ahbab MM, Ramachandran A, Tenbrinck D, Maier A, Semmelmann K, Bayer S Journal article Nonlocal Techniques for the Analysis of Deep ReLU Neural Network Approximations (2026) Schneider C, Ullrich M, Vybíral J Journal article Lexicographic column generation with a tree search pricing algorithm (2026) Bärmann A, Müller A, Weninger D Journal article Branch-and-cut for mixed-integer robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers F, Stingl M Unpublished / Preprint Robust Bayesian Optimization with an Application to Material Science (2026) Denzler S, Aigner KM, Lüer L, Brabec C, Liers F Unpublished / Preprint Feature Selection for Data-driven Explainable Optimization (2026) Aigner KM, Goerigk M, Hartisch M, Liers F, Miehlich A, Rösel F Unpublished / Preprint Scenario Reduction for Distributionally Robust Optimization (2026) Aigner KM, Denzler S, Liers F, Pokutta S, Sharma K Unpublished / Preprint Robust chance-constrained optimization with discrete distributions (2026) Bernhard D, Liers F, Stingl M Journal article, Original article Algorithms for robust chance-constrained optimization with mixture ambiguity (2026) Bernhard D, Stingl M, Liers F Journal article