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1. Delta
2. Research
3. Machine Learning
CHG spectra analysis

CHG spectra analysis Atomic transition processes usually occur on very short time scales. To temporally resolve these processes, very short light pulses are generated at the synchrotron radiation source [...] Schematic illustration of the CHG principle. Convolutional multilayer neural network (CNN) for the analysis of CHG spectra. Comparison of measured (1st row) and CNN predicted (2nd row) CHG spectra for different [...] settings of the laser compressor (GDD, TOD) and strengths of the chicane (R56). For the NN-based analysis of CHG radiation spectra, they were first simulated for laser pulses with different spectral phases …
1. CNI
2. News: 4/24/2025
Journal Article on DoNext, an Open-Access Measurement Dataset

titled "DoNext: An Open-Access Measurement Dataset for Machine Learning-Driven 5G Mobile Network Analysis," presents DoNext — the most extensive openly available dataset of 4G and 5G mobile network measurements [...] demonstrate the application of ML techniques to predict key performance indicators (KPIs) such as data rate and latency, supporting next-generation mobile use cases like teleoperation and intelligent [...] open-access dataset and tools are designed to foster further research and innovation in mobile network analysis and planning. More information and access to the dataset and article are available below. H. Schippers …
1. EPC
2. News: 11/30/2023
New publication: Participation During and After the Pandemic: Lessons Learned from an Urban Revitalisation Project in Dortmund, Germany.

understanding of the discourse around the “new normal”. Multiple sources of data and research methods (i.e. document analysis, an online survey, and in-depth interviews) were used to study an urban red …
1. CNI
2. News: 12/23/2021
CNI congratulates Melina Geis, Tim Gebauer, and Cedrik Schüler for receiving prestigious awards for their master’s theses

three-dimensional environmental model that is constructed from various data sources. By bringing together machine learning analysis with expert knowledge from the communications domain, a path loss correction [...] Within her thesis "Deep Learning-Based Radio Propagation Modeling and Prediction Using Geographical Data", she has investigated the usage of deep learning methods for extracting latent radio channel information [...] the scope of this work, a multi-scale simulation model was created for a comprehensive performance analysis of the numerous implementations of NB-loT. Based on this, realistic scenarios were investigated …
1. EC
2. News: 1/8/2024
Interested in start-ups, logistics and data science?

MotionMiners GmbH, based in Dortmund, offers services and solutions for the process analysis of manual performance processes in Industry 4.0. MotionMiners GmbH has developed a solution (Motion-Mining®) [...] ergonomics of manual processes (e.g. in logistics or production). Interested in start-ups, logistics and data science? Then join the MotionMiners, a spin-off of the Fraunhofer Institute for Material Flow and …
1. PVM
2. Practice
3. About Us
Areas of Expertise

management; demographically oriented Human Resource policy. Coaching and Team Coaching. Organizational analysis and employee surveys. Development and validation of Human Resource tools (360° Feedback, Value [...] psychological methodology and statistics (e.g. the statistical evaluation of customer satisfaction data). …
1. LWuS
2. Homepage
3. Research
Cooperations - LWuS

Cooperations DoCMA Dortmund Center for Data-based Media Analysis Virtual institute at the Institute for Journalism at the TU Dortmund University, together with Henrik Müller (Journalism), Erich Schubert …
1. DT
2. Research
3. Research Projects
Value creation with generative AI - TU Dortmund

Economics and Political Science University of Innsbruck JuliusAI - JuliusAI is an AI-powered data analysis tool that enables users to explore, analyze, and visualize datasets using natural language. Flashka [...] that allows users to query databases in natural language, translating questions into SQL and enabling data access without technical expertise. DoMore.ai - DoMore.ai is a curated platform and directory that [...] BuildBetter - BuildBetter is an AI tool for product and customer teams that analyzes qualitative data such as customer feedback, meeting recordings, and support interactions to generate actionable insights …
1. IE3
2. Research
3. Third Party Projects
4. Distribution Grid Planning & Operation
OpenMeter (BMWi)

e measurement data from the energy world for efficient dimensioning. While large generation units already have a good data base, thanks to transparency obligations, real measurement data from energy consumers [...] the "Open Energy Meter Data" platform, a web-based access point is to be created to collect and analyse energy consumption data. Two concrete areas of use (an AI-based analysis for the verification of [...] workshop. More about this here www.openmeter.de "With the Open Data platform, we are looking forward to highlighting the white spots in the data landscape and are confident that the project will make a good …
1. ITL
2. News: 7/1/2011
Integration of logistical nodes in the transport demand modeling of freight transport

for the development of freight transport genesis. Approach By evaluating existing data sources and specially collected data, specific key figures on the genesis of goods flows and customer relationships, [...] and on transport and trip volumes are made available in the sense of the desired typology. The analysis is carried out using selected multivariate/static methods. Building on this, a transport demand …