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1. TRR 391
2. Research
3. Projects
C02

European market coupling to allow for an adequate analysis of their relationships using multivariate price models. Publications Ghelasi, P., Ziel, F. (2026). A data-driven merit order: Learning a fundamental [...] Econometrics TU Dortmund University Prof. Dr. Florian Ziel Faculty of Business and Economics - Chair of Data Science in Energy and Environment University of Duisburg-Essen Summary We will develop models to improve [...] adequately take into account the spatio-temporal structure of the underlying renewable energy supply data. Describing their full predictive distribution in space and time, these models will allow for the …
1. IW
2. Teaching
Theses

we recommend that you have good prior knowledge in the field of econometrics and in the use of data analysis software such as R or Stata. The topics we supervise generally cover the areas of economics covered …
1. Physik
2. Event: 12/10/2024
QCD precision calculations for high-energy colliders: the way to precision determinations of the fundamental parameters of the Standard Model

quark masses, requiring QCD 3-and 4-loop calculations for massless an massive processes. The analysis of the data from HERA, the LHC, and in the near and more distant future at the EIC and the FCC, need these …
1. Arbeitsgruppe Albrecht
2. News: 1/25/2023
Call for bachelor thesis topics

topics for a potential bachelor thesis with us. Our work is mainly divided into the areas of data analysis at the LHCb experiment, detector development at the LHCb experiment and medical physics. Here …
1. Physik
2. Event: 12/4/2023
Thesis defense of Dominik Baack

With the resulting gain in observational quality, the amount and accuracy of simulated data required for the analysis is also rising. In order to meet the increasing requirements and complexity due to the …
1. EC
2. News: 11/27/2025
Doctoral course on the development of theoretical contributions from literature reviews

event with Prof. Hannes Rothe at Place Beyond Bytes, which will focus on topics relating to data and network analysis. …
1. Spatial Modelling Lab
2. News: 1/21/2026
New team member: Dr Seraphim Alvanides

urban sprawl (e.g. the implications of city expansion), and the mapping and analysis of historical and contemporary spatial data. At our lab, Seraphim will continue his research into the spatial humanities …
1. Spatial Modelling Lab
2. News: 4/4/2024
Mapping the margins: a review of the impact of digital mapping on public participation in informal settlements

planning, including in informal areas. Participation usually involves some form of data collection and, as much data is spatial, mapping, which is now largely carried out digitally. However, not much is [...] daily lives of residents, which are difficult to capture from the outside or purely on the basis of data. In planning, access to informal areas is not only important for research, but also for the participation [...] collected corpus of articles was compiled according to a rigorous protocol and analysed using a thematic analysis approach. The results show that digital mapping has so far led to relatively little additional direct …
1. LRE
2. Research
3. Projects
Research project DFG SPP 2476

across process steps. Integrating sensor data to update and validate predictions dynamically. All developments will be benchmarked against experimental data obtained from fully realized process chains [...] g., material variations). By linking detailed finite element simulations with surrogate models and data-driven methods, the project aims to capture uncertainty propagation across the entire chain. This [...] to reduce the need for thousands of full-scale simulations, enabling tractable global sensitivity analysis and robust optimization. The overarching aim is to generalize this approach to realistic engineering …
1. AI
2. Study Programs
Statistics

also be studied without a specific focus. Students who have already completed a B.Sc. in Data Analysis and Data Management or Mathematics can apply for this master under certain conditions. Exceptions [...] probability are taught. Later follow special lectures on the presentation, processing, and evaluation of data from different perspectives. The connection to practical problems is established early in a variety …