Schwerpunkte/Kompetenzen
- Machine Learning
- Software-Entwicklung
- Modellierung und Simulation von Batch-Destillations-Kolonnen
Sammlung der Publikationen von Jennifer Werner in der Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2026 | Style Transfer for High-Fidelity Time Series Augmentation Nagda, Mayank; Ostheimer, Phil; Arweiler, Justus; Jungjohann, Indra; Werner, Jennifer; Wagner, Dennis; Muraleedharan, Aparna; Jafari, Pouya; Schmid, Jochen; Jirasek, Fabian; Burger, Jakob; Bortz, Michael; Hasse, Hans; Mandt, Stephan; Kloft, Marius; Fellenz, Sophie |
Konferenzbeitrag Conference Paper |
| 2026 | A Benchmark Suite for Verifying Neural Anomaly Detectors in Distillation Processes Lutz, Simon; Arweiler, Justus; Muraleedharan, Aparna; Kahlhoff, Niklas; Hartung, Fabian; Jungjohann, Indra; Nagda, Mayank; Reinhardt, Daniel; Wagner, Dennis; Werner, Jennifer; Will, Justus; Burger, Jakob; Bortz, Michael; Hasse, Hans; Fellenz, Sophie; Jirasek, Fabian; Kloft, Marius; Leitte, Heike; Mandt, Stephan; Reithermann, Steffen; Schmid, Jochen; Neider, Daniel |
Konferenzbeitrag Conference Paper |
| 2026 | Removing multiplicities from activity coefficient models Werner, Jennifer; Seidel, Tobias; Hasse, Hans H.; Bortz, Michael |
Zeitschriftenaufsatz Journal Article |
| 2025 | An equation-based batch distillation simulation to evaluate the effect of multiplicities in thermodynamic activity coefficients Werner, Jennifer; Schmid, Jochen; Biegler, Lorenz T.; Bortz, Michael |
Zeitschriftenaufsatz Journal Article |
| 2025 | Diff-KNN: Residual Correction of Baseline Wind Predictions in Urban Settings Nowak, Dimitri; Werner, Jennifer; Hunger, Franziska; Johnson, Tomas; Mark, Andreas V.; Mitkov, Radostin; Edelvik, Fredrik |
Zeitschriftenaufsatz Journal Article |
| 2024 | Optimisation of city structures with respect to high wind speeds using U-Net models Nowak, Dimitri; Werner, Jennifer; Parsons, Quentin Kenneth; Johnson, Tomas; Mark, Andreas; Edelvik, Fredrik |
Zeitschriftenaufsatz Journal Article |
| 2024 | Predicting Wind Comfort in an Urban Area: A Comparison of a Regression- with a Classification-CNN for General Wind Rose Statistics Werner, Jennifer; Nowak, Dimitri; Hunger, Franziska; Johnson, Tomas; Mark, Andreas; Gösta, Alexander; Edelvik, Fredrik |
Zeitschriftenaufsatz Journal Article |
| 2023 | Multiplicities in thermodynamic activity coefficients Werner, Jennifer; Seidel, Tobias; Jafar, Ramzi Tarek Hashim; Heese, Raoul; Hasse, Hans; Bortz, Michael |
Zeitschriftenaufsatz Journal Article |
| 2023 | Multi-Criteria Ambulance Location Problem: better to treat some fast, or more in time? Münch, Johanna; Leithäuser, Neele; Moos, Michael; Werner, Jennifer; Scherer, Guido |
Paper |