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Papers in Injection Molding Process and Properties 53

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Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks
2021 The International Journal of Advanced Manufacturing Technology article Engineering Injection Molding Process and Properties Open access cited by 1 patent

Yannik Lockner, Christian Hopmann

97

citations
Transfer learning with artificial neural networks between injection molding processes and different polymer materials
2021 Journal of Manufacturing Processes article Engineering Injection Molding Process and Properties cited by 1 patent

Yannik Lockner, Christian Hopmann, Weibo Zhao

93

citations
Measurement of specific volume of polymers under simulated injection molding processes
2020 Materials & Design article Engineering Injection Molding Process and Properties Open access

Jian Wang, Christian Hopmann, Cemi E. Kahve, Tobias Hohlweck, Jonathan Paul Alms

36

citations
Prediction and validation of the specific volume for inline warpage control in injection molding
2021 Polymer Testing article Engineering Injection Molding Process and Properties Open access

Christian Hopmann, Cheng‐Long Xiao, Cemi E. Kahve, Jan Fellerhoff

23

citations
Adaptive model-based predictive control for cross-phase cavity pressure control in injection molding
2022 Journal of Manufacturing Processes article Engineering Injection Molding Process and Properties

Marko Vukovic, Sebastian Stemmler, Katharina Hornberg, Dirk Abel, Christian Hopmann

22

citations
Development of a novel control strategy for a highly segmented injection mold tempering for inline part warpage control
2020 Polymer Engineering and Science article Engineering Injection Molding Process and Properties

Christian Hopmann, Cemi E. Kahve, Mauritius Schmitz

20

citations
Using Bayesian optimization for warpage compensation in injection molding
2024 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

Steffen Tillmann, Marek Behr, Stefanie Elgeti

15

citations
Investigation of an inverse thermal injection mould design methodology in dependence of the part geometry
2021 International Journal of Material Forming article Engineering Injection Molding Process and Properties Open access

Christian Hopmann, Jonas Gerads, Tobias Hohlweck

14

citations
Comparison of Hybrid Machine Learning Approaches for Surrogate Modeling Part Shrinkage in Injection Molding
2024 Polymers article Engineering Injection Molding Process and Properties Open access

Sven Robert Raisch, Mauritius Schmitz, Christian Hopmann

13

citations
Towards an accurate pressure estimation in injection molding simulation using surrogate modeling
2022 International Journal of Material Forming article Engineering Injection Molding Process and Properties Open access

Sandra Saad, Alankar Sinha, Camilo Cruz, Gilles Régnier, Amine Ammar

12

citations
Evaluation of healing models to predict the weld line strength of the amorphous thermoplastic polystyrene by injection molding simulation
2020 Polymer Engineering and Science article Engineering Injection Molding Process and Properties Open access

Jakob Onken, Sascha Verwaayen, Christian Hopmann

12

citations
A comparative study between fiber orientation closure approximations and a new orthotropic closure
2022 Polymer Composites article Engineering Injection Molding Process and Properties Open access

Ahmad Al‐Qudsi, Hakan Çelik, Jonas Neuhaus, Christian Hopmann

10

citations
Development of a methodical approach to set-up the injection velocity profile dependent on the part geometry
2023 Journal of Polymer Engineering article Engineering Injection Molding Process and Properties

Christian Hopmann, Thilo Köbel

9

citations
Effect of mould surface roughness adjustments to increase the flow path length in the injection moulding process
2023 Journal of Manufacturing Processes article Engineering Injection Molding Process and Properties

Moritz Mascher, Raphael Heß, Christian Hopmann, Thomas Bergs

8

citations
Joining of plastic‐metal hybrid components by overmoulding of specially designed form‐closure elements
2021 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

Simon Wurzbacher, Stefan Gach, Uwe Reisgen, Christian Hopmann

8

citations
Inverse Design Based on Nonlinear Thermoelastic Material Models
2021 PAMM article Engineering Injection Molding Process and Properties Open access

Florian Zwicke, Tobias Hohlweck, Christian Hopmann, Stefanie Elgeti

7

citations
Validation of an extended objective function for the thermal optimisation of injection moulds
2022 International Journal of Heat and Mass Transfer article Engineering Injection Molding Process and Properties

Tobias Hohlweck, D. C. Fritsche, Christian Hopmann

7

citations
A comparison of predictive control strategies for a highly segmented injection mold tempering
2021 Polymer article Engineering Injection Molding Process and Properties

Christian Hopmann, Cemi E. Kahve, Mauritius Schmitz, Malte Röbig

6

citations
Method Development for the Prediction of Melt Quality in the Extrusion Process
2024 Polymers article Engineering Injection Molding Process and Properties Open access

Dorte Trienens, Volker Schöppner, Thomas Bäck, Seraphin Tsi-Nda Lontsi, Finn Budde

6

citations
Investigations of film thickness variations in blown film extrusion when using air guiding systems
2020 Journal of Plastic Film & Sheeting article Engineering Injection Molding Process and Properties cited by 1 patent

Lars Kraus, Christian Hopmann, Martin Facklam, Daniel Grüber

5

citations
High‐resolution numerical simulations of polymer injection molding: Analysis of mesh size and refinement
2023 PAMM article Engineering Injection Molding Process and Properties Open access

Jonathan Paul Alms, Marek Behr, Christian Hopmann

4

citations
Injection molding of semi‐crystalline polymers in a space‐time framework
2023 PAMM article Engineering Injection Molding Process and Properties Open access

Blanca Ferrer Fabón, Jonathan Paul Alms, Marek Behr, Christian Hopmann

3

citations
Thermally sprayed sensor coatings for spatially resolved temperature detection
2021 Journal of Materials Processing Technology article Engineering Injection Molding Process and Properties cited by 1 patent

Kirsten Bobzin, W. Wietheger, Martin Knoch, H. Heinemann, Andreas Schacht, Arnold Gillner, +1 more

3

citations
Development of micro‐form‐fitted amorphous thermoplast/light metal hybrid components
2023 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

Simon Wurzbacher, Moritz Mascher, Philipp Nicolas Wagner, Kira van der Straeten, U. Jüptner, Christian Hopmann

3

citations
Evaluation of a self‐optimizing local mold temperature control for inline warpage reduction of injection molded parts
2024 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

Christian Hopmann, Cemi E. Kahve, D. C. Fritsche, Jan Fellerhoff

3

citations