Research output per year
Research output per year
Personal profile
Education/Academic qualification
Polymer Technologies and Science, Master, Verfahrenstechnische Optimierung von Rauten-Mischelementen mittels Finite-Elemente-Strömungssimulation, Johannes Kepler University Linz
Award Date: 29 Jul 2021
Kunststofftechnik, Bachelor, Technisches Anwendungspotenzial von Biopolymeren in der Flachfolienextrusion, Johannes Kepler University Linz
Award Date: 02 Oct 2018
-
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 -
An Advanced Approach for Modeling Melt Conveying in High-Performance Single-Screw Extruders
Herzog, D., 2026, 167 p.Research output: Thesis › Doctoral thesis
-
Application of Non-Isothermal Network Theory With Curved-Channel Element Characteristics to Predict Melt Conveying in High-Performance Single-Screw Extruders
Herzog, D., Roland, W., Christian, M. & Berger-Weber, G. R., 13 May 2026, (E-pub ahead of print) In: Journal of Polymer Science. 18 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
Projects
- 1 Active
-
Modelling transient processes in high-performance single-screw extruders
Herzog, D. (Researcher), Berger-Weber, G. R. (PI) & Löw-Baselli, B. (Administration)
01.10.2025 → 30.09.2028
Project: Funded research › FWF - Austrian Science Fund
Activities
-
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
-
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
-
Generalized Regression Models for Predicting the Melt Conveying Characteristics of Curved Screw Channels with Undercut Flights
Herzog, D. (Speaker), Lehner, F. (Contributor), Roland, W. (Contributor), Christian, M. (Contributor) & Berger-Weber, G. R. (Contributor)
02 Jun 2026Activity: Talk or presentation › Contributed talk › science-to-science
File -
Lange Nacht der Forschung 2026
Hammer, A. (Organiser), Naderer, T. (Participant) & Herzog, D. (Participant)
24 Apr 2026Activity: Participating in or organising an event › Organising a conference, workshop, ...
-
Fa. Göttfert
Hammer, A. (Visiting researcher), Herzog, D. (Visiting researcher), Krug, J. (Visiting researcher) & Fischl, F. (Visiting researcher)
20 Apr 2026 → 22 Apr 2026Activity: Visiting an external institution
Datasets
-
Generic regression models for melt conveying in three-dimensional curved screw channels
Herzog, D. (Creator), Marschik, C. (Contributor), Kronberger, G. (Contributor), Roland, W. (Supervisor) & Berger-Weber, G. R. (Supervisor), Zenodo, 12 Aug 2025
Dataset
-
Dimensions of screw extensions used for validation experiments on a high-speed extruder
Herzog, D. (Creator), Pühringer, C. (Contributor) & Roland, W. (Supervisor), Zenodo, 21 Nov 2025
Dataset
-
Experimental process data from throughput tests on a high-speed single-screw extruder
Herzog, D. (Creator), Zeilinger, H. (Contributor), Weingartshofer, K. (Contributor) & Roland, W. (Supervisor), Zenodo, 21 Nov 2025
Dataset
-
Screw simulation results related to the throughput tests on a high-speed single-screw extruder
Herzog, D. (Creator), Roland, W. (Contributor) & Zacher, M. (Contributor), Zenodo, 21 Nov 2025
Dataset
-
Simulated pressure and temperature profiles related to extrusion experiments by Spalding et al. (SPE ANTEC 2006)
Herzog, D. (Creator), Marschik, C. (Contributor), Roland, W. (Supervisor) & Berger-Weber, G. R. (Supervisor), Zenodo, 26 Sept 2025
Dataset