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1. EC
2. Teaching
3. Courses
4. PhD Courses
PhD Course of the UA Ruhr

to IS Research Qualitative Research Data and Network Analysis Structural Equation Modeling Reviewing Literature for Theory Development Qualitative Comparative Analysis Design Science Research Designing …
1. VM
2. Team
3. Scientific Staff
Jim A. Bergmann, Virtual Machining, TU Dortmund

components Design of surrogate models to predict process forces and dynamics Processing and analysis of measurement data for process evaluation Software development in C++ and Python Research projects Virtual [...] (2024) DOI: https://doi.org/10.1007/s11740-024-01285-z 2023 A systematic approach for data acquisition and analysis of spindle speed-dependent modal parameters F. Wöste, J. A. Bergmann and P. Wiederkehr [...] geometries along the cutting edges on cutting tools Supervised theses (Selection) Development of an analysis framework for dexel-based modeling of the machine affected zone as a function of the NC strategy …
1. APP
2. News: 9/25/2024
Members of the chair are awarded the Florian Goebel Prize

Their work has significantly contributed to the creation of standardized and reproducible analysis pipelines and data formats for MAGIC. Jan-Lukas Schubert was there to receive the award for the other winners …
1. Compstat
2. Research
3. Projects
Intuitive Joint Priors for Bayesian Multilevel Models

in the quantitative sciences making up a big part of all statistical analysis performed on data. In the quantitative sciences, data often contains multilevel structure, for example, because of natural [...] Multilevel models (MLMs) are designed specifically to account for the nested structure in multilevel data and are a widely applied class of regression models. From a Bayesian perspective, the widespread success [...] added to the model while the number of observations remains constant, such models will overfit the data. This is highly problematic as it leads to unreliable or uninterpretable estimates, bad out-of-sample …
1. Physik
2. Event: 10/31/2023
Thesis defense of Noah Biederbeck

unfolding in the open-source high-level gamma-ray analysis software Gammapy. I use the analysis pipeline and the unfolding implementation to analyze data of the blazar Markarian 421, creating an unfolded [...] on La Palma, and has been in commissioning phase since. In this thesis, I develop a new automated analysis pipeline for analyses of point-like gamma-ray sources for LST-1 observations, using the workflow …
1. IM
2. Research
3. Research Topics
Advanced Computational Methods

embedding physical information into neural networks. Data-driven Mechanics Data-driven mechanics is a cutting-edge approach in engineering that uses data to predict how materials and structures will behave [...] complex mathematical models directly, scientists collect data from sophisticated simulations, like multiscale methods, to construct a data set. This data set is then used directly to solve engineering problems [...] simulation. Schematic visualization of the data-driven mechanics approach Contact: Gian-Luca Geuken , Marius Harnisch Isogeometric Analysis (IGA) Isogeometric Analysis (IGA) has originally been developed with …
1. ISF
2. Research
3. Machining Technology
SPP 2402

behavior. At the current state of the art, the analysis and modelling of this wear behavior is carried out through the isolated use of deterministic (white box) and data-driven models (black box), each of which [...] measurement data, a precise description of the initial condition of the CCCT as well as a detailed monitoring of the wear progress until the end of the service life is achieved. The use of a data-driven anomaly [...] detection, which carries out an in-situ monitoring and analysis of the process forces and noise emissions with the help of previously fed training data, serves to identify critical load horizons over the …
1. Computer Science
2. Research
Doctorates

on Graph-Structured Data Weichert, Kriege (Uni Vienna) 421 2022 Timm, Henning Analysis and Application of Hash-based Similarity Estimation Techniques for Biological Sequence Analysis Rahmann (Uni Saarbrücken) [...] Kopczynski, Dominik Resource-Constrained Analysis of Ion Mobility Spectrometry Data Rahmann, Rahnenführer (Dept. of Statistics) 350 2017 Stolpe, Marco Distributed Analysis of Vertically Partitioned Sensor M [...] 2019 Young, Christian Data-Driven Optimization of Hot Rolling Process. Rudolph, Bartz-Beielstein (Uni Cologne) 402 2019 Geck, Gaetano Reasoning about Distributed Relational Data and Query Evaluation Schwentick …
1. Arbeitsgruppe Albrecht
2. News: 5/3/2023
8th Machine Learning in High Energy Physics Summer School 2023

Summer School different architectures of neural networks were presented, which are used in the analysis of data in High Energy Physics. With the help of Hands-On-Exercises first experiences with the different …
1. IPS
2. Research & Consult
3. Research Projects
4. bis 2023
QU4LITY

development of interoperable digital infrastructures for ZDM by exploring industrial applications of data analysis. An essential aspect of consideration is the reduction of error costs of automatic process control [...] In this context, the EU project "QU4LITY" focuses on the realisation of an application-oriented and data-driven Zero Defect Manufacturing (ZDM). The focus is on the development of strategies to achieve [...] production processes to ensure detailed and at the same time digital documentation. The integration of Big Data Analytics and AI (Artificial Intelligence) processes in the Amberg electronics plant of Siemens AG …