Project Details
Description
| Status | Finished |
|---|---|
| Effective start/end date | 30.06.2020 → 30.09.2023 |
Fields of science
- 205012 Polymer processing
- 205 Materials Engineering
- 102009 Computer simulation
- 205011 Polymer engineering
- 102033 Data mining
- 104018 Polymer chemistry
- 104019 Polymer sciences
- 502058 Digital transformation
- 502059 Circular economy
JKU Focus areas
- Sustainable Development: Responsible Technologies and Management
- Digital Transformation
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Comprehensive Surrogate Models for Predicting the Melt Conveying Characteristics of Channel Segments in High-Performance Single-Screw Extruders
Herzog, D., Roland, W., Marschik, C. & Berger-Weber, G. R., Feb 2026, In: Polymer Engineering and Science. 66, 2, p. 716-738 23 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Impact of domain knowledge on developing pumping models for single-screw extruders using symbolic regression
Herzog, D., Lehner, F., Roland, W., Marschik, C. & Berger-Weber, G. R., 11 Sept 2025, In: International Polymer Processing. 40, 4, p. 439-456 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A tailored modeling approach to predict the three-dimensional flow of polymer melts in helical screw channels
Herzog, D., Roland, W., Marschik, C. & Berger-Weber, G. R., 08 May 2024, PROCEEDINGS OF THE 38TH CONFERENCE OF THE POLYMER PROCESSING SOCIETY – PPS38. 1 ed. AIP Publishing, Vol. 3158. 6 p. (AIP Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Open Access
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Quantitative Impact of Process Expert Knowledge on Developing Pumping Models for Single-Screw Extruders Using Symbolic Regression
Herzog, D. (Speaker), Lehner, F. (Contributor), Roland, W. (Contributor), Marschik, C. (Contributor) & Berger-Weber, G. R. (Contributor)
23 May 2024Activity: Talk or presentation › Contributed talk › science-to-science
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Modellierung von Einschneckenextrudern - Fördermodelle für gekrümmte Schneckenkanäle
Herzog, D. (Speaker), Roland, W. (Contributor), Marschik, C. (Contributor) & Berger-Weber, G. R. (Contributor)
19 Sept 2023Activity: Talk or presentation › Poster presentation › science-to-public
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A Tailored Modelling Approach to Predict the Three-Dimensional Flow of Polymer Melts in Helical Screw Channels
Herzog, D. (Speaker), Roland, W. (Contributor), Marschik, C. (Contributor) & Berger-Weber, G. R. (Contributor)
24 May 2023Activity: Talk or presentation › Contributed talk › science-to-science
Datasets
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Melt conveying models for three-dimensional curved screw channels
Herzog, D. (Creator), Roland, W. (Supervisor) & Lehner, F. (Contributor), Zenodo, 22 Jan 2024
DOI: 10.5281/zenodo.10802542, https://zenodo.org/records/10802542
Dataset
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Simulation results for three-dimensional (confined) curved screw channels
Herzog, D. (Creator), Marschik, C. (Contributor), Gugg, A. (Contributor) & Roland, W. (Contributor), Zenodo, 22 Jan 2024
Dataset
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Melt conveying models for two-dimensional (undercut) curved screw channels
Herzog, D. (Creator), Roland, W. (Contributor) & Lehner, F. (Contributor), Zenodo, 22 Jan 2024
Dataset