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1. APT
2. Professorship
3. Team
4. Alumni
Dr.-Ing. Janine Lins

classification during crystallization using deep convolutional neural networks Workshop Deep Learning- What is Deep Learning and where in the (Chemical) Process Industry can it be applied?, Dortmund (2020) Poster [...] Dortmund University Master Thesis: Optimal shared resource allocation in uncertain networks 2018-2021 PhD at the Laboratory of Plant and Process Design, TU Dortmund University Field of Research: Investigation [...] München, ISBN 978-3-8439-5342-9 Paper J. Lins, T. Harweg, F. Weichert, K. Wohlgemuth Potential of Deep Learning Methods for Deep Level Particle Characterization in Crystallization Applied Sciences 12, 5 (2022) …
1. TU Dortmund
2. News: 5/31/2022
„Germany helped to kick-start my career“

still have connections to Dortmund? After I finished my Master in 2014, I moved to Sweden to start my PhD. Two years later, I took part in TU Dortmund’s International Alumni Reunion for alumni from the degree [...] reunion. What surprised you at the beginning of your studies or was completely unexpected? Something I learned during that time and still sticks with me is to pay attention to details – especially when it comes [...] people. Back in Iran, we also did group work, but with about two to three students. Therefore, I learned a lot about collaborations in smaller sub-teams but also in a bigger group. One thing that was hard …
1. lfo
2. The Chair
Our Equipment

software for future-oriented qualitative and quantitative research (e.g. MS Office, Overleaf, MAXQDA, AnyLogic, etc.) Our servers © Patrick Stuckmann/ TU Dortmund For smaller simulations, the LFO has its own [...] complex calculations and complete computationally intensive tasks such as simulations and machine learning applications. Our 3D printers © LFO/ TU Dortmund Our Ultimaker 3S range includes cutting-edge …
1. TU Dortmund
2. News: 7/1/2023
A Peek Into The Black Box

computer scientist and since late 2022 Professor for Verification and Formal Guarantees of Machine Learning at the newly founded “Research Center Trustworthy Data Science and Security” of the University Alliance [...] discriminate against African Americans when assessing their creditworthiness. The global public also learned in 2015 and 2018 that AI makes sometimes catastrophic mistakes, when (partially) autonomous vehicles [...] s not taken into account by the AI. In this case, the developers would have to ensure the system learns new things from other data. However, an analysis of this kind is only possible if there is an un …
1. Anglistik und Amerikanistik / English and American Studies
2. Sections
3. Applied Linguistics and English Language Teaching
4. Staff
Raúl Enrique García López

López, R. E., (2017). ELTPEdia: A Learning Community for Digital Literacy and Professional Collaboration in English Teaching. International Conference ICT for Language Learning, Florencia. García López, R. [...] Research Interests ELT Teacher Education Research Literacy Teacher Identity Digitally-mediated learning and teaching Curriculum Vitae Raúl García holds a BA in English Philology and Teaching from the [...] of Colombia, an MA in English Studies from Illinois State University, and is currently pursuing his Ph.D. in English and American Studies at TU Dortmund. He has worked as an Adjunct Lecturer in ELT Teacher …
1. AI
2. Event: 5/23/2022
Foundations for Fair Social Computing

(MPI-SWS) in Germany. He also holds a professorship at the University of Saarland. He received his Ph.D. (2005) and B.Tech. (2000) degrees in Computer Science and Engineering from the University of Washington [...] machine (data-driven) decision making in social computing systems. Krishna's work on fair machine learning, online social networks and media, Internet access networks, and peer-to-peer systems has been widely …
1. LRE
2. News: 7/29/2024
Dr. Lukáš Novák's talk on Physics-informed Polynomial Chaos Expansion

complex and computationally expensive mathematical models. It can be used in physics-informed machine learning as an efficient surrogate model allowing for analytical uncertainty quantification. Dr. Novák from [...] Reliability Theory and Engineering, and Applied and Computational Mathematics. Dr. Novák completed his Ph.D. in Structural Mechanics from Brno University of Technology (Faculty of Civil Engineering). Dr. Novák's …
1. AI
2. Event: 11/28/2024
Prediction of clinical images and radiotherapy dose – How certain are we?

enhance patient comfort and treatment options. The project aims to develop, integrate, and test deep learning (DL) solutions for precise MRI-only proton dose calculations in clinical settings. Special emphasis [...] research into clinical practice and training the next generation of medical physicists. He earned his Ph.D. in Theoretical Physics from the Humboldt University of Berlin in 2010 and has since held research …
1. HET
2. News: 5/27/2025
Cluster of Excellence - Color Meets Flavor

potential new physics. In addition to theoretical work, the cluster will emphasize cutting-edge machine learning and AI-based methods . In close collaboration with the Lamarr Institute , TU Dortmund will establish [...] t will provide outstanding research and training opportunities for early-career scientists – from PhD to independent research careers. …
1. AI
2. Event: 11/11/2025
Handling LP-Rounding for Hierarchical Clustering and Fitting Distances by Ultrametrics

University, as an assistant professor and IIS, Academia Sinica, as a postdoc researcher. He received his Ph.D. from the department of CSIE, National Taiwan University, where he was very fortunate to work under [...] 2027) under Humboldt Fellow program, hosted by the Area Chair, JJ Chen, of Resource-Aware Machine Learning. …