Integrated material and process design with artificial intelligence

Research report (imported) 2020 - Max Planck Institute for Dynamics of Complex Technical Systems

Authors
Teng Zhou, Zhen Song, Steffen Linke, Zhiwen Qi, Kai Sundmacher, Max-Planck-Institut für Dynamik komplexer technischer Systeme, Abteilung Prozesstechnik, Otto-von-Guericke Universität Magdeburg, Lehrstuhl Systemverfahrenstechnik, Max-Planck Partnergruppe, East China University of Science and Technology, Shanghai
Departments
Max-Planck-Institut für Dynamik komplexer technischer Systeme, Magdeburg
Summary
A hybrid data-driven and mechanistic modeling approach is proposed for integrated material and process design. The method has been applied to a few example processes and substantial improvements on the process performance have been achieved.

For the full text, see the German version.

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