The role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant. - Constantin Wagner; Julian Grothoff; Ulrich Epple; Rainer Drath; Somayeh Malakuti; Sten Grüner; Michael Hoffmeister; Patrick Zimmermann (ETFA, 2017)

Challenges in Skill-based Engineering of Industrial Automation Systems*. - Somayeh Malakuti; Jürgen Bock; Michael Weser; Pierre Venet; Patrick Zimmermann; Mathias Wiegand; Julian Grothoff; Constantin Wagner; Andreas Bayha (ETFA, 2018)

Dynamic Resource Management for Virtualization in Industrial Automation. - Mahyar Azarmipour; Haitham Elfaham; Julian Grothoff; Christian von Trotha; Caspar Gries; Ulrich Epple (IECON, 2018)

Recipe Based Skill Matching. - Haitham Elfaham; Julian Grothoff; Torben Deppe; Mahyar Azarmipour; Ulrich Epple (INDIN, 2019)

OPC UA Nodestore Switch - Usage Scenarios. - Torben Miny; Julian Grothoff; Ulrich Epple (INDIN, 2020)

Generation of the Orchestrator Code for Skill-Based Automation Systems. - Kirill Dorofeev; Sebastian Bergemann; Tarik Terzimehic; Julian Grothoff; Michael Thies; Alois Zoitl (ETFA, 2021)

Asset Administration Shell as Integration Layer for the Orchestration of Mixed Process and Manufacturing Plants. - Julian Grothoff; Sten Grüner; Christian Barth; Alexander Kehl; Matthias Freund; Tobias Klausmann (ETFA, 2022)

Assessment of reinforcement learning applications for industrial control based on complexity measures. - Julian Grothoff; Nicolas Camargo Torres; Tobias Kleinert (Autom., 2022)

Prozessführungskomponenten für die Integration von Machine Learning Modellen in die operative Prozessführung. - Julian Grothoff (VDI Verlag GmbH, 2022)