Simulation data for the dimensionless pumping characteristics of single-screw extruders
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| Format: | Recurso digital |
| Sprache: | Englisch |
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2025
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| _version_ | 1866901623014424576 |
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| author | Herzog, Daniel Marschik, Christian Lehner, Florian |
| author_facet | Herzog, Daniel Marschik, Christian Lehner, Florian |
| contents | <p>Excel spreadsheet with numeric values and textual description.</p> <p>Contains numerical simulation data for the dimensionless pumping characteristics of single-flighted single-screw extruders. <br>The database is partitioned into three disjoint subsets for <br>1) creating (training) symbolic regression models, including derived variables after domain knowledge integration,<br>2) evaluating the interpolation capability of the regression models,<br>3) evaluating the extrapolation capability of the regression models.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15045519 |
| institution | Zenodo |
| language | eng |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Simulation data for the dimensionless pumping characteristics of single-screw extruders Herzog, Daniel Marschik, Christian Lehner, Florian symbolic regression hybrid modeling polymer extrusion process analytics <p>Excel spreadsheet with numeric values and textual description.</p> <p>Contains numerical simulation data for the dimensionless pumping characteristics of single-flighted single-screw extruders. <br>The database is partitioned into three disjoint subsets for <br>1) creating (training) symbolic regression models, including derived variables after domain knowledge integration,<br>2) evaluating the interpolation capability of the regression models,<br>3) evaluating the extrapolation capability of the regression models.</p> |
| title | Simulation data for the dimensionless pumping characteristics of single-screw extruders |
| topic | symbolic regression hybrid modeling polymer extrusion process analytics |
| url | https://doi.org/10.5281/zenodo.15045519 |