Christian Hopmann

Transfer-Learning: Bridging the Gap between Real and Simulation Data for Machine Learning in Injection Molding

Hasan Tercan, Alexandro Guajardo, Julian Heinisch et al. · Procedia CIRP · 2018 · 124 citations · Full text

Engineering, Computer Science, Manufacturing Engineering +15

Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks

Yannik Lockner, Christian Hopmann · The International Journal of Advanced Manufacturing Technology · 2021 · 87 citations · Full text

Engineering, Manufacturing Engineering, Machine Learning +13

Transfer learning with artificial neural networks between injection molding processes and different polymer materials

Yannik Lockner, Christian Hopmann, Weibo Zhao · Journal of Manufacturing Processes · 2021 · 85 citations

Engineering, Materials Engineering, Materials Science +16

Manufacturing of polymer micro parts by ultrasonic plasticization and direct injection

Walter Michaeli, Thomas Kamps, Christian Hopmann · Microsystem Technologies · 2011 · 70 citations

Engineering, Manufacturing Engineering, Materials Engineering +16

Numerical shape optimization as an approach to extrusion die design

Stefanie Elgeti, M. Probst, Christian Windeck et al. · Finite Elements in Analysis and Design · 2012 · 54 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +14