2022

• Martin, Diana and Herzog, Christian and Papageorgiou, Kyriaki and Bombaerts, Gunter: Three European experiences of co-creating ethical solutions to real-world problems through Challenge Based Learning. in Emerald Handbook on Challenge-Based Learning, Emerald Publishing Limited, 2022
  

  @incollection{MaHePaBo22,
  	title = {Three European experiences of co-creating ethical solutions to real-world problems through Challenge Based Learning},
  	copyright = {All rights reserved},
  	booktitle = {Emerald Handbook on Challenge-Based Learning},
  publisher = {Emerald Publishing Limited}
  	author = {Martin, Diana and Herzog, Christian and Papageorgiou, Kyriaki and Bombaerts, Gunter},
  	year = {2022}
  }

• Breyer, Sabrina and Herzog, Christian: Integrating Ethical Considerations Into Innovation Design. in Innovation Design for the Future of Health – Entrepreneurial Strategies and Development Concepts towards Patient Empowerement and Health Democratisation, Springer, 2022
  

  @incollection{BrHe22,
  	title =  {Integrating Ethical Considerations Into Innovation Design},
  	copyright = {All rights reserved},
  	booktitle = {Innovation Design for the Future of Health – Entrepreneurial Strategies and Development Concepts towards Patient Empowerement and Health Democratisation},
  	publisher = {Springer},
  	author = {Breyer, Sabrina and Herzog, Christian},
  	year = {2022}
  }

2018

• Hoffmann, Christian: Teaching Award Winner: Ethics of Innovative Engineering: A Commitment to Peer-to-Peer-Learning. in Principles, Structures and Requirements of Excellent Teaching, Deutsche Gesellschaft für Hochschuldidaktik (dghd), 2018
  

  @incollection{Ho18,
   author = {Hoffmann, Christian},
   abstract = {},
   title = {{Teaching Award Winner: Ethics of Innovative Engineering: A Commitment to Peer-to-Peer-Learning}},
   publisher = {{Deutsche Gesellschaft f{\"u}r Hochschuldidaktik (dghd)}},
   series = {Blickpunkt Hochschuldidaktik},
   editor = {Tantau, Till and Jansen-Schulz, Bettina},
   booktitle = {{Principles, Structures and Requirements of Excellent Teaching}},
   year = {2018}
  }
  
  
  

2022

• Petersen, Eike and Potdevin, Yannik and Mohammadi, Esfandiar and Zidowitz, Stephan and Breyer, Sabrina and Nowotka, Dirk and Henn, Sandra and Pechmann, Ludwig and Leucker, Martin and Rostalski, Philipp and Herzog, Christian: Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions. IEEE Access, 2022
  

  @article{PePoMoZiBrNoHePeLeRoHe22,
  	title = {Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions},
  	copyright = {All rights reserved},
  	shorttitle = {Responsible and Regulatory Conform Machine Learning for Medicine},
  	journal = {IEEE Access},
  	author = {Petersen, Eike and Potdevin, Yannik and Mohammadi, Esfandiar and Zidowitz, Stephan and Breyer, Sabrina and Nowotka, Dirk and Henn, Sandra and Pechmann, Ludwig and Leucker, Martin and Rostalski, Philipp and Herzog, Christian},
  	year = {2022},
  	note = {arXiv: 2107.09546},
  	doi = {https://doi.org/10.1109/ACCESS.2022.3178382},
  	issn = {2169-3536},
  	keywords = {Computer Science - Machine Learning, Computer Science - Computers and Society, I.2.6, I.5, J.3}
  }

• Herzog, Christian: On the Ethical and Epistemological Utility of Explicable AI in Medicine. Philosophy & Technology, no. 35, pp. 31, jun,, 2022
  

  @article{He22,
  	title = {On the Ethical and Epistemological Utility of Explicable AI in Medicine},
  	volume = {35},
  	copyright = {All rights reserved},
  	issn = {2210-5433, 2210-5441},
  	url = {https://link.springer.com/10.1007/s13347-022-00546-y},
  	doi = {10.1007/s13347-022-00546-y},
  	language = {en},
  	number = {50},
  	urldate = {2022-05-30},
  	journal = {Philosophy & Technology},
  	author = {Herzog, Christian},
  	month = jun,
  	year = {2022},
  	pages = {31}
  }

2021

• Herzog, Christian: Three Risks That Caution Against a Premature Implementation of Artificial Moral Agents for Practical and Economical Use. Science and Engineering Ethics, no. 27, pp. 3, feb, 2021
  

  @article{He21,
  author = {Herzog, Christian},
  doi = {10.1007/s11948-021-00283-z},
  issn = {1353-3452},
  journal = {Science and Engineering Ethics},
  month = {feb},
  number = {1},
  pages = {3},
  title = {Three Risks That Caution Against a Premature Implementation of Artificial Moral Agents for Practical and Economical Use},
  url = {http://link.springer.com/10.1007/s11948-021-00283-z},
  volume = {27},
  year = {2021},
  keyword = {ResearchTopicEthics},
  keywords = {ResearchTopicEthics}
  }
  

• Nawaz, Ayla and Herzog, Christian and Graßhoff, Jan and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp: Probabilistic model-based fault diagnosis for the cavities of the European XFEL. at - Automatisierungstechnik, 2021
  

  @article{NaHeGrPfLiRo21,
  author = {Nawaz, Ayla and Herzog, Christian and Graßhoff, Jan and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp},
  doi = {10.1515/auto-2020-0064},
  journal = {at - Automatisierungstechnik},
  title = {Probabilistic model-based fault diagnosis for the cavities of the European XFEL},
  year = {2021}
  }
  

• Herzog, Christian: On the risk of confusing interpretability with explicability. AI and Ethics, Dec, 2021
  

  @article{He21c,
  	title = {On the risk of confusing interpretability with explicability},
  	copyright = {All rights reserved},
  	issn = {2730-5953, 2730-5961},
  	url = {https://link.springer.com/10.1007/s43681-021-00121-9},
  	doi = {10.1007/s43681-021-00121-9},
  	abstract = {Abstract
              This Comment explores the implications of a lack of tools that facilitate an explicable utilization of epistemologically richer, but also more involved white-box approaches in AI. In contrast, advances in explainable artificial intelligence for black-box approaches have led to the availability of semi-standardized and attractive toolchains that offer a seemingly competitive edge over inherently interpretable white-box models in terms of intelligibility towards users. Consequently, there is a need for research on efficient tools for rendering interpretable white-box approaches in AI explicable to facilitate responsible use.},
  	language = {en},
  	urldate = {2021-12-17},
  	journal = {AI and Ethics},
  	author = {Herzog, Christian},
  	month = {Dec},
  	year = {2021}
  }

• Herzog, Christian: On formal ethics versus inclusive moral deliberation. AI and Ethics, March, 2021
  

  @article{He21b,
  author = {Herzog, Christian},
  doi = {10.1007/s43681-021-00045-4},
  issn = {2730-5953},
  journal = {AI and Ethics},
  month = {March},
  title = {On formal ethics versus inclusive moral deliberation},
  url = {http://link.springer.com/10.1007/s43681-021-00045-4},
  year = {2021},
  keyword = {ResearchTopicEthics;KeyPub},
  keywords = {ResearchTopicEthics;KeyPub}
  }
  

2019

• Abbas, Hossam Seddik and Männel, Georg and Herzog, Christian and Rostalski, Philipp: Tube-Based Model Predictive Control for Linear Parameter-Varying Systems with Bounded Rate of Parameter Variation. Automatica, 2019
  

  @article{AbMaHeRo19,
  author = {Abbas, Hossam Seddik and M{\"{a}}nnel, Georg and Herzog, Christian and Rostalski, Philipp},
  year = {2019},
  journal = {Automatica},
  title = {{Tube-Based Model Predictive Control for Linear Parameter-Varying Systems with Bounded Rate of Parameter Variation}}
  }
  

• Herzog, Christian and Petersen, Eike and Rostalski, Philipp: Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs. IEEE Contr. Syst. Letters, no. 3, 2019
  

  @article{HePeRo19,
  author = {Herzog, Christian and Petersen, Eike and Rostalski, Philipp},
  year = {2019},
  journal = {IEEE Contr. Syst. Letters},
  volume = {3},
  number = {4},
  title = {{Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs}},
  doi = {https://dx.doi.org/10.1109/LCSYS.2019.2919260}
  }
  

2018

• Herzog, Christian and Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf: Temperature-Controlled Laser Therapy of the Retina via Robust Adaptive ℋ∞-Control. at - Automatisierungstechnik, Invited Article in Special Issue AUTOMED 2018, no. 66, pp. 1051-1063, 2018
  

  @article{HeThScSiBr18,
   author = {Herzog, Christian and Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf},
   year = {2018},
   title = {{Temperature-Controlled Laser Therapy of the Retina via Robust Adaptive ℋ∞-Control}},
   journal = {{at - Automatisierungstechnik, Invited Article in Special Issue "AUTOMED 2018"}},
   doi = {10.1515/auto-2018-0066},
   issn = {0178-2312},
   number = {12},
   pages = {1051--1063},
   volume = {66},
   year = {2018}
  }

2016

• Hoffmann, Christian and Werner, Herbert and Werner, H.: Convex Distributed Controller Synthesis for Interconnected Heterogeneous Subsystems via Virtual Normal Interconnection Matrices. IEEE Trans. Automat. Contr., no. 62, pp. 5337-5342, 2016
  

  @article{HoWe16,
   author = {Hoffmann, Christian and Werner, Herbert and Werner, H.},
   abstract = {},
   year = {2016},
   title = {{Convex Distributed Controller Synthesis for Interconnected Heterogeneous Subsystems via Virtual Normal Interconnection Matrices}},
   pages = {5337--5342},
   volume = {62},
   number = {10},
   journal = {IEEE Trans. Automat. Contr.}
  }
  
  
  

2015

• Hoffmann, Christian and Eichler, A. and Werner, Herbert: Control of Heterogeneous Groups of Systems Interconnected Through Directed and Switching Topologies. IEEE Trans. Automat. Contr., no. 60, pp. 1904-1909, 2015
  

  @article{HoEiWe15,
   author = {Hoffmann, Christian and Eichler, A. and Werner, Herbert},
   abstract = {},
   year = {2015},
   title = {{Control of Heterogeneous Groups of Systems Interconnected Through Directed and Switching Topologies}},
   pages = {1904--1909},
   volume = {60},
   number = {7},
   journal = {IEEE Trans. Automat. Contr.}
  }
  
  
  

2014

• Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert: Synthesis of LPV Controllers With Low Implementation Complexity Based on a Reduced Parameter Set. IEEE Trans. Contr. Syst. Technol., no. 22, pp. 2393-2398, 2014
  

  @article{HoHaAbWe14,
   author = {Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert},
   abstract = {},
   year = {2014},
   title = {{Synthesis of LPV Controllers With Low Implementation Complexity Based on a Reduced Parameter Set}},
   pages = {2393--2398},
   volume = {22},
   number = {6},
   journal = {IEEE Trans. Contr. Syst. Technol.}
  }
  
  
  

• Eichler, A. and Hoffmann, Christian and Werner, Herbert: Robust Control of Decomposable LPV Systems. Automatica, no. 50, pp. 3239-3245, 2014
  

  @article{EiHoWe14b,
   author = {Eichler, A. and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   year = {2014},
   title = {{Robust Control of Decomposable LPV Systems}},
   pages = {3239--3245},
   volume = {50},
   number = {12},
   journal = {Automatica},
   note = {accepted}
  }
  
  
  

2022

• Herzog, Christian and Diebel-Fischer, Hermann: Teaching Ethics Through the Back Door? – Employing Ideas From Assemblage Theory to Foster a Responsible Innovation Mindset. Barcelona, Spain, 2022
  

  @inproceedings{HeDF22,
  	address = {Barcelona, Spain},
  	title = {Teaching Ethics Through the Back Door? – Employing Ideas From Assemblage Theory to Foster a Responsible Innovation Mindset},
  	copyright = {All rights reserved},
  	author = {Herzog, Christian and Diebel-Fischer, Hermann},
  	year = {2022}
  }

• Herzog, Christian and Vollmer, Felix and Gruner, Jonas and Rostalski, Philipp: Teaching Estimation and Control via Probabilistic Graphical Models – An Intuitive and Problem-Based Approach. in IFAC Symposium on Advances in Control Education 2022, IFAC, Hamburg, Germany, 2022
  

  @inproceedings{HeVoGrRo22,
  	address = {Hamburg, Germany},
  	title = {Teaching Estimation and Control via Probabilistic Graphical Models – An Intuitive and Problem-Based Approach},
  	copyright = {All rights reserved},
  	booktitle = {IFAC Symposium on Advances in Control Education 2022},
  	publisher = {IFAC},
  	author = {Herzog, Christian and Vollmer, Felix and Gruner, Jonas and Rostalski, Philipp},
  	year = {2022}
  }

• Wessel, Daniel and Claudy, Sandra and Hanke, Karlson and Herzog, Christian and Preiß, Robin and Wegener, Christiane and Heine, Moreen: Prototypes for E-government Websites to support the Digital Sovereignty of Citizens. in Mensch und Computer, Darmstadt, Germany, 2022
  

  @inproceedings{WeClHaHePrWeHe22,
  	address = {Darmstadt, Germany},
  	title = {Prototypes for E-government Websites to support the Digital Sovereignty of Citizens},
  	copyright = {All rights reserved},
  	booktitle = {Mensch und Computer},
  	author = {Wessel, Daniel and Claudy, Sandra and Hanke, Karlson and Herzog, Christian and Preiß, Robin and Wegener, Christiane and Heine, Moreen},
  	year = {2022}
  }

• Herzog, Christian: Is Algorithmic Personalized Pricing Unjust?. in IEEE International Symposium on Technology and Society, Hong Kong, 2022
  

  @inproceedings{He22g,
  	address = {Hong Kong},
  	title = {Is Algorithmic Personalized Pricing Unjust?},
  	copyright = {All rights reserved},
  	booktitle = {IEEE International Symposium on Technology and Society},
  	author = {Herzog, Christian},
  	year = {2022}
  }

• Herzog, Christian: Inexplicable AI in Medicine as a Form of Epistemic Oppression. in IEEE International Symposium on Technology and Society, Hong Kong, Hong Kong, 2022
  

  @inproceedings{He22b,
  	address = {Hong Kong, Hong Kong},
  	title = {Inexplicable AI in Medicine as a Form of Epistemic Oppression},
  	copyright = {All rights reserved},
  	booktitle = {IEEE International Symposium on Technology and Society},
  	author = {Herzog, Christian},
  	year = {2022}
  }

• Herzog, Christian and Breyer, Sabrina and Leinweber, Noah-Art and Preiß, Robin and Sonar, Arne and Bombaerts, Gunter: Everything you Want to Know and Never Dared to ask – A Practical Approach to Employing Challenge-Based Learning in Engineering Ethics. Barcelona, Spain, 2022
  

  @inproceedings{HeBrLePrSoBo22,
  	address = {Barcelona, Spain},
  	title = {Everything you Want to Know and Never Dared to ask – A Practical Approach to Employing Challenge-Based Learning in Engineering Ethics},
  	copyright = {All rights reserved},
  	author = {Herzog, Christian and Breyer, Sabrina and Leinweber, Noah-Art and Preiß, Robin and Sonar, Arne and Bombaerts, Gunter},
  	year = {2022}
  }

• Herzog, Christian and Zetti, Daniela: Digitally Aided Sovereignty – A Suitable Guide for the e-Government Transformation?. in Weizenbaum Conference 2022 - Practicing Sovereignty, Berlin, Germany, 2022
  

  @inproceedings{HeZe22,
  	address = {Berlin, Germany},
  	title = {Digitally Aided Sovereignty – A Suitable Guide for the e-Government Transformation?},
  	copyright = {All rights reserved},
  	booktitle = {Weizenbaum Conference 2022 - Practicing Sovereignty},
  	author = {Herzog, Christian and Zetti, Daniela},
  	year = {2022}
  }
  

• Sonar, Arne and Herzog, Christian: Creating a future with algorithmic partners – A preliminary proposal for constitutive features for a ‘cooperative and communicative’ AI. in Politics of Technoscientific Futures, European Society for the Study of Science and Technology, Madrid, Spain, 2022
  

  @inproceedings{SoHe22,
  	address = {Madrid, Spain},
  	title = {Creating a future with algorithmic partners – A preliminary proposal for constitutive features for a ‘cooperative and communicative’ AI},
  	copyright = {All rights reserved},
  	booktitle = {Politics of Technoscientific Futures},
  	publisher = {European Society for the Study of Science and Technology},
  	author = {Sonar, Arne and Herzog, Christian},
  	year = {2022}
  }

• Herzog, Christian and Leinweber, Noah-Art and Engelhard, Stefanie and Engelhard, Lars: Autonomous Ferries and Cargo Ships: Discovering Ethical Issues via a Challenge-Based Learning Approach in Higher Education. in IEEE International Symposium on Technology and Society, Hong Kong, 2022
  

  @inproceedings{He22f,
  	address = {Hong Kong},
  	title = {Autonomous Ferries and Cargo Ships: Discovering Ethical Issues via a Challenge-Based Learning Approach in Higher Education},
  	copyright = {All rights reserved},
  	booktitle = {IEEE International Symposium on Technology and Society},
  	author = {Herzog, Christian and Leinweber, Noah-Art and Engelhard, Stefanie and Engelhard, Lars},
  	year = {2022}
  }

2021

• Herzog, Christian: Practical and Moral Challenges for the Project of Formal Ethics. in CEPE/IACAP Joint Conference 2021: The Philosophy and Ethics of Artificial Intelligence, Hamburg, Germany, 2021
  

  @inproceedings{Herzog2021,
  address = {Hamburg, Germany},
  author = {Herzog, Christian},
  booktitle = {CEPE/IACAP Joint Conference 2021: The Philosophy and Ethics of Artificial Intelligence},
  title = {Practical and Moral Challenges for the Project of Formal Ethics},
  year = {2021}
  }
  

• Herzog, Christian and Breyer, Sabrina and Sonar, Arne and Bombaerts, Gunter: Challenge-based Learning for Robotics Students by Engaging Start-Ups in Technology Ethics. in Reflecting Technology in Academic Teaching. Workshop on Teaching Environmental, Societal, and Ethical Dimensions of Technological Change, Karlsruhe, 2021
  

  @inproceedings{Herzog2021d,
  	address = {Karlsruhe},
  	title = {Challenge-based Learning for Robotics Students by Engaging Start-Ups in Technology Ethics},
  	booktitle = {Reflecting Technology in Academic Teaching. Workshop on Teaching Environmental,  Societal,  and Ethical Dimensions of Technological Change},
  	author = {Herzog, Christian and Breyer, Sabrina and Sonar, Arne and Bombaerts, Gunter},
  	year = {2021}
  }

2020

• Gode, André and Hedtfeld, Jan and Heine, Moreen and Herzog, Christian and Ivens, Stefan and Radzio, Frank and Wessel, Daniel and Zetti, Daniela: DigS-Gov - Die öffentliche Verwaltung als Förderer digitaler Souveränität. in Mensch und Computer, 2020
  

  @inproceedings{Gode2020,
  	title = {DigS-Gov - Die öffentliche Verwaltung als Förderer digitaler Souveränität},
  	url = {https://muc2020.mensch-und-computer.de},
  	booktitle = {Mensch und Computer},
  	author = {Gode, André and Hedtfeld, Jan and Heine, Moreen and Herzog, Christian and Ivens, Stefan and Radzio, Frank and Wessel, Daniel and Zetti, Daniela},
  	year = {2020}
  }

• Herzog, Christian: Automating Morals – On the Morality of Automation Technology, Ironies of Automation and Responsible Research and Innovation. in 21st IFAC World Congress, Berlin, Germany, 2020
  

  @inproceedings{He20,
  address = {Berlin, Germany},
  author = {Herzog, Christian},
  booktitle = {21st IFAC World Congress},
  title = {{Automating Morals – On the Morality of Automation Technology, Ironies of Automation and Responsible Research and Innovation}},
  year = {2020}
  }
  

2019

• Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Herzog, Christian and Brinkmann, Ralf: Toward feedback temperature control for retinal laser treatment. in European Conferences on Biomedical Optics - Translation of Lasers and Biophotonics Technologies and Procedures: Toward the Clinic, SPIE, Munich, Germany, 2019
  

  @inproceedings{AbKrDaHeBr19,
  address = {Munich, Germany},
  year = {2019},
  author = {Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Herzog, Christian and Brinkmann, Ralf},
  booktitle = {European Conferences on Biomedical Optics - Translation of Lasers and Biophotonics Technologies and Procedures: Toward the Clinic},
  publisher = {SPIE},
  title = {{Toward feedback temperature control for retinal laser treatment}}
  }
  

• Herzog, Christian: Technological Opacity of Machine Learning in Healthcare. in 2nd Weizenbaum Conference - Challenges of Digital Inequality, Berlin, Germany, 2019
  

  @inproceedings{He19b,
  address = {Berlin, Germany},
  author = {Herzog, Christian},
  year = {2019},
  booktitle = {2nd Weizenbaum Conference - Challenges of Digital Inequality},
  title = {{Technological Opacity of Machine Learning in Healthcare}},
  doi = {https://doi.org/10.34669/wi.cp/2.7}
  }

• Friebe, Michael and Herzog, Christian: MedTec Related Exponential Technologies Require Ethical Design Considerations and an Adapted Engineering Education. in 41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on Ethical Design Considerations for MedTec, Berlin, Germany, 2019
  

  @inproceedings{FrHe19,
  address = {Berlin, Germany},
  year = {2019},
  author = {Friebe, Michael and Herzog, Christian},
  booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
  title = {{MedTec Related Exponential Technologies Require Ethical Design Considerations and an Adapted Engineering Education}}
  }
  

• Herzog, Christian and Friebe, Michael: Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education. in 41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on Ethical Design Considerations for MedTec, Berlin, Germany, 2019
  

  @inproceedings{HeFr19,
  address = {Berlin, Germany},
  year = {2019},
  author = {Herzog, Christian and Friebe, Michael},
  booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
  title = {{Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education}}
  }
  

• Herzog, Christian: Ethical Innovation Hub - Vision und Konzept eines transdisziplinären Konvergenzpunkts für Wissenschaft, Wirtschaft und Gesellschaft für KI-Innovationsprozesse. in KI-Konferenz Schleswig-Holstein, Staatskanzlei Schleswig-Holstein, Kiel, Schleswig-Holstein, Germany, 2019
  

  @inproceedings{He19,
  address = {Kiel, Schleswig-Holstein, Germany},
  author = {Herzog, Christian},
  year = {2019},
  booktitle = {KI-Konferenz Schleswig-Holstein},
  publisher = {Staatskanzlei Schleswig-Holstein},
  title = {"Ethical Innovation Hub" - Vision und Konzept eines transdisziplinären Konvergenzpunkts für Wissenschaft, Wirtschaft und Gesellschaft für KI-Innovationsprozesse}}
  

• Gomes Ataide, Elmer Jeto and Maartens, Joachim and Bartling, Sönke and Hutmacher, Dietmar W. and Herzog, Christian and Friebe, Michael: Ethical Design Considerations for MedTec: The Big Picture and Accompanying Concerns. in 41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on Ethical Design Considerations for MedTec, Berlin, Germany, 2019
  

  @inproceedings{GoMaBaHuHeFr19,
  address = {Berlin, Germany},
  year = {2019},
  author = {Gomes Ataide, Elmer Jeto and Maartens, Joachim and Bartling, Sönke and Hutmacher, Dietmar W. and Herzog, Christian and Friebe, Michael},
  booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
  title = {{Ethical Design Considerations for MedTec: The Big Picture and Accompanying Concerns}}
  }
  

• Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Thomsen, Ole and Roider, Johann and Herzog, Christian and Brinkmann, Ralf: An Automatic Feedback Temperature Control for Retinal Laser Treatments. in Assoc. Res. Vis. Ophthalmol. Annu. Meet. 2019, 2019
  

  @inproceedings{AbKrDaTh19,
  author = {Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Thomsen, Ole and Roider, Johann and Herzog, Christian and Brinkmann, Ralf},
  year = {2019},
  booktitle = {Assoc. Res. Vis. Ophthalmol. Annu. Meet. 2019},
  title = {{An Automatic Feedback Temperature Control for Retinal Laser Treatments}}
  }
  

2018

• Herzog, Christian and Tantau, Till and Rostalski, Philipp: Study Program `Robotics and Autonomous Systems` at the University of Lübeck. in Proc. 12th Europ. Workshop Microelectr. Educat., 2018
  

  @inproceedings{HeTaRo18,
   author = {Herzog, Christian and Tantau, Till and Rostalski, Philipp},
   title = {Study Program 'Robotics and Autonomous Systems' at the University of L{\"u}beck},
   booktitle = {Proc. 12th Europ. Workshop Microelectr. Educat.},
   year = {2018}
  }

2018

• Olbrich, Michael and Petersen, Eike and Hoffmann, Christian and Rostalski, Philipp: Sparse Estimation for the Assessment of Muscular Activity based on sEMG Measurements. in Proc. 18th Symp. Syst. Ident., 2018
  

  @inproceedings{OlPeHoRo18,
   author = {Olbrich, Michael and Petersen, Eike and Hoffmann, Christian and Rostalski, Philipp},
   abstract = {},
   title = {{Sparse Estimation for the Assessment of Muscular Activity based on sEMG Measurements}},
   year = {2018},
   booktitle = {Proc. 18th Symp. Syst. Ident.}
  }
  
  
  

• Petersen, Eike and Hoffmann, Christian and Rostalski, Philipp: On Approximate Nonlinear Gaussian Message Passing on Factor Graphs. in Proc. Stat. Sig. Proc. Workshop, 2018
  

  @inproceedings{PeHoRo18,
   author = {Petersen, Eike and Hoffmann, Christian and Rostalski, Philipp},
   abstract = {},
   title = {{On Approximate Nonlinear Gaussian Message Passing on Factor Graphs}},
   year = {2018},
   booktitle = {Proc. Stat. Sig. Proc. Workshop}
  }
  
  
  

• Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf and Hoffmann, Christian: Leistungsgesteuerte temperaturüberwachte Lasertherapie der Netzhaut mittels adaptiv robuster ℋ∞-Regelung. in Proc. Workshop Automed, 2018
  

  @inproceedings{ThScSiBrHo18,
   author = {Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf and Hoffmann, Christian},
   abstract = {},
   title = {{Leistungsgesteuerte temperatur{\"u}berwachte Lasertherapie der Netzhaut mittels adaptiv robuster ℋ∞-Regelung}},
   year = {2018},
   booktitle = {{Proc. Workshop Automed}}
  }
  
  
  

• Männel, Georg and Hoffmann, Christian and Rostalski, Philipp: A Robust Model Predictive Control Approach to Intelligent Respiratory Support. in Proc. Conf. Contr. Technol. Applicat., 2018
  

  @inproceedings{MaHoRo18,
   author = {M{\"a}nnel, Georg and Hoffmann, Christian and Rostalski, Philipp},
   abstract = {},
   title = {{A Robust Model Predictive Control Approach to Intelligent Respiratory Support}},
   year = {2018},
   booktitle = {{Proc. Conf. Contr. Technol. Applicat.}}
  }
  
  
  

2017

• Hoffmann, Christian and Rostalski, Philipp: Linear Optimal Control on Factor Graphs - A Message Passing Perspective. in Proc. 20th IFAC World Congress, 2017
  

  @inproceedings{HoRo17,
   author = {Hoffmann, Christian and Rostalski, Philipp},
   abstract = {},
   title = {{Linear Optimal Control on Factor Graphs - A Message Passing Perspective}},
   year = {2017},
   booktitle = {Proc. 20th IFAC World Congress}
  }
  
  
  

• Hoffmann, Christian and Petersen, Eike and Handzsuj, Thomas and Bellani, Giacomo and Rostalski, Philipp: A Factor Graph-Based Change Point Detection Algorithm With an Application to sEMG-Onset and Activity Detection. in Ann. Conf. German Soc. Biomed. Eng., no. 62, pp. 116-120, 2017
  

  @inproceedings{HoPeHaBe17,
   author = {Hoffmann, Christian and Petersen, Eike and Handzsuj, Thomas and Bellani, Giacomo and Rostalski, Philipp},
   abstract = {},
   title = {{A Factor Graph-Based Change Point Detection Algorithm With an Application to sEMG-Onset and Activity Detection}},
   pages = {116--120},
   volume = {62},
   series = {Biomedical Engineering / Biomedizinische Technik, Abstract and Poster in Session 6. Biosignal Processing and Monitoring I},
   year = {2017},
   booktitle = {Ann. Conf. German Soc. Biomed. Eng.}
  }
  
  
  

• Hoffmann, Christian and Isler, Andreas and Rostalski, Philipp: A Factor Graph Approach to Parameter Identification for Affine LPV Systems. in Proc. Amer. Contr. Conf, 2017
  

  @inproceedings{HoIsRo17,
   author = {Hoffmann, Christian and Isler, Andreas and Rostalski, Philipp},
   abstract = {},
   title = {{A Factor Graph Approach to Parameter Identification for Affine LPV Systems}},
   year = {2017},
   booktitle = {Proc. Amer. Contr. Conf}
  }
  
  
  

2016

• Gonzalez Cisneros, Pablo Sebastian and Hoffmann, Christian and Bartels, Marcus and Werner, Herbert: Linear Parameter-Varying Controller Design for a Nonlinear Quad-Rotor Helicopter Model for High Speed Trajectory Tracking. in Proc. Amer. Control Conf, pp. 486-491, 2016
  

  @inproceedings{GoHoBaWe16,
   author = {{Gonzalez Cisneros}, Pablo Sebastian and Hoffmann, Christian and Bartels, Marcus and Werner, Herbert},
   abstract = {},
   title = {{Linear Parameter-Varying Controller Design for a Nonlinear Quad-Rotor Helicopter Model for High Speed Trajectory Tracking}},
   pages = {486--491},
   year = {2016},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

2015

• Nawaz, Ayla S. and Werner, Herbert and Hoffmann, Matthias and Pfeiffer, Sven and Schlarb, Holger: Physical Parameter Identification of Cross-Coupled Gun and Buncher Cavity at~REGAE. in Proc. 6th Int. Particle Accelerator Conf., pp. 857-859, 2015
  

  @inproceedings{NaWeHoPf15,
   author = {Nawaz, Ayla S. and Werner, Herbert and Hoffmann, Matthias and Pfeiffer, Sven and Schlarb, Holger},
   abstract = {},
   title = {{Physical Parameter Identification of Cross-Coupled Gun and Buncher Cavity at~REGAE}},
   pages = {857--859},
   year = {2015},
   booktitle = {Proc. 6th Int. Particle Accelerator Conf.}
  }
  
  
  

• Mendez Gonzalez, Antonio and Hoffmann, Christian and Werner, Herbert: LPV Formation Control for Non-Holonomic Agents with Directed and Switching Communication Topologies. in Proc. 54th IEEE Conf. Decision Control, 2015
  

  @inproceedings{MeHoWe15,
   author = {{Mendez Gonzalez}, Antonio and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{LPV Formation Control for Non-Holonomic Agents with Directed and Switching Communication Topologies}},
   year = {2015},
   booktitle = {Proc. 54th IEEE Conf. Decision Control}
  }
  
  
  

• Abbas, Hossam Seddik and Rahme, Sandy and Meskin, Nader and Hoffmann, Christian and Tóth, Roland and Mohammadpour, Javad: Linear Parameter-Varying Control of a Copolymerization Reactor. in 1st IFAC Workshop LPV Syst., 2015
  

  @inproceedings{AbRaMeHo15,
   author = {Abbas, Hossam Seddik and Rahme, Sandy and Meskin, Nader and Hoffmann, Christian and T{\'o}th, Roland and Mohammadpour, Javad},
   abstract = {},
   title = {{Linear Parameter-Varying Control of a Copolymerization Reactor}},
   year = {2015},
   booktitle = {1st IFAC Workshop LPV Syst.}
  }
  
  
  

• Hoffmann, Christian and Werner, Herbert: LFT-LPV Modeling and Control of a Control Moment Gyroscope. in Proc. 54th IEEE Conf. Decision Control, 2015
  

  @inproceedings{HoWe15b,
   author = {Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{LFT-LPV Modeling and Control of a Control Moment Gyroscope}},
   year = {2015},
   booktitle = {Proc. 54th IEEE Conf. Decision Control}
  }
  
  
  

• Hoffmann, Christian and Werner, Herbert: Compact LFT-LPV Modeling With Automated Parameterization for Efficient LPV Controller Synthesis. in Proc. Amer. Control Conf, 2015
  

  @inproceedings{HoWe15,
   author = {Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Compact LFT-LPV Modeling With Automated Parameterization for Efficient LPV Controller Synthesis}},
   year = {2015},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

2014

• Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert: Synthesis of LPV Controllers With Reduced Implementation Complexity. in Proc. Amer. Control Conf, pp. 3766-3771, 2014
  

  @inproceedings{HoHaAbWe14b,
   author = {Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert},
   abstract = {},
   title = {{Synthesis of LPV Controllers With Reduced Implementation Complexity}},
   pages = {3766--3771},
   year = {2014},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

• Hoffmann, Christian and Werner, Herbert: Linear Parameter-Varying Control of Complex Mechanical Systems. in Proc. 17th IFAC World Congr., pp. 6147-6152, 2014
  

  @inproceedings{HoWe14b,
   author = {Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Linear Parameter-Varying Control of Complex Mechanical Systems}},
   pages = {6147--6152},
   year = {2014},
   booktitle = {Proc. 17th IFAC World Congr.}
  }
  
  
  

• Hoffmann, Christian and Eichler, A. and Werner, Herbert: Control of Heterogeneous Groups of LPV Systems Interconnected Through Directed and Switching topologies. in Proc. Amer. Control Conf, pp. 5156-5161, 2014
  

  @inproceedings{HoEiWe14,
   author = {Hoffmann, Christian and Eichler, A. and Werner, Herbert},
   abstract = {},
   title = {{Control of Heterogeneous Groups of LPV Systems Interconnected Through Directed and Switching topologies}},
   pages = {5156--5161},
   year = {2014},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

• Eichler, A. and Hoffmann, Christian and Werner, Herbert: Conservatism of Analysis and Controller Synthesis of Decomposable Systems. in Proc. 17th IFAC World Congr., 2014
  

  @inproceedings{EiHoWe14,
   author = {Eichler, A. and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Conservatism of Analysis and Controller Synthesis of Decomposable Systems}},
   year = {2014},
   booktitle = {Proc. 17th IFAC World Congr.}
  }
  
  
  

• Hoffmann, Christian and Werner, Herbert: Complexity of Implementation and Synthesis in Linear Parameter-Varying Control. in Proc. 17th IFAC World Congr., pp. 11749-11760, 2014
  

  @inproceedings{HoWe14,
   author = {Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Complexity of Implementation and Synthesis in Linear Parameter-Varying Control}},
   pages = {11749--11760},
   year = {2014},
   booktitle = {Proc. 17th IFAC World Congr.}
  }
  
  
  

2013

• Eichler, A. and Hoffmann, Christian and Werner, Herbert: Robust Control of Decomposable LPV Systems Under Time-Invariant and Time-Varying Interconnection Topologies (Part 1). in Proc. 52nd IEEE Conf. Decision Control, 2013
  

  @inproceedings{EiHoWe13b,
   author = {Eichler, A. and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Robust Control of Decomposable LPV Systems Under Time-Invariant and Time-Varying Interconnection Topologies (Part 1)}},
   year = {2013},
   booktitle = {Proc. 52nd IEEE Conf. Decision Control}
  }
  
  
  

• Mendez Gonzalez, Antonio and Hoffmann, Christian and Radisch, Christian and Werner, Herbert: LPV Observer Design and Damping Control of Container Crane Load Swing. in Proc. Europ. Control Conf, 2013
  

  @inproceedings{MeHoRaWe13,
   author = {{Mendez Gonzalez}, Antonio and Hoffmann, Christian and Radisch, Christian and Werner, Herbert},
   abstract = {},
   title = {{LPV Observer Design and Damping Control of Container Crane Load Swing}},
   year = {2013},
   booktitle = {Proc. Europ. Control Conf}
  }
  
  
  

• Liu, Qin and Hoffmann, Christian and Werner, Herbert: Distributed Control of Parameter-Varying Spatially Interconnected Systems Using Parameter-Dependent Lyapunov Functions. in Proc. Amer. Control Conf, pp. 3278-3283, 2013
  

  @inproceedings{LiHoWe13,
   author = {Liu, Qin and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Distributed Control of Parameter-Varying Spatially Interconnected Systems Using Parameter-Dependent Lyapunov Functions}},
   pages = {3278--3283},
   year = {2013},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

• Hoffmann, Christian and Eichler, A. and Werner, Herbert: Distributed Control of Linear Parameter-Varying Decomposable Systems. in Proc. Amer. Control Conf, pp. 2386-2391, 2013
  

  @inproceedings{HoEiWe13,
   author = {Hoffmann, Christian and Eichler, A. and Werner, Herbert},
   abstract = {2013 American Control Conference, June 17-June 19, 2013, Washington, DC, USA},
   title = {{Distributed Control of Linear Parameter-Varying Decomposable Systems}},
   pages = {2386--2391},
   year = {2013},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

• Eichler, A. and Hoffmann, Christian and Werner, Herbert: Design of Tutorial Activities and Homework Assignments for a Large-Enrollment Introductory Course in Control Systems. in Proc. IFAC Symp. Adv. Contr. Educat., pp. 43-48, 2013
  

  @inproceedings{EiHoWe13,
   author = {Eichler, A. and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Design of Tutorial Activities and Homework Assignments for a Large-Enrollment Introductory Course in Control Systems}},
   pages = {43--48},
   year = {2013},
   booktitle = {Proc. IFAC Symp. Adv. Contr. Educat.}
  }
  
  
  

• Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert: Benchmark Problem -- Nonlinear Control of a 3-DOF Robotic Manipulator. in Proc. 52nd IEEE Conf. Decision Control, pp. 5534-5539, 2013
  

  @inproceedings{HoHaAbWe13,
   author = {Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert},
   abstract = {},
   title = {{Benchmark Problem --- Nonlinear Control of a 3-DOF Robotic Manipulator}},
   pages = {5534--5539},
   year = {2013},
   booktitle = {Proc. 52nd IEEE Conf. Decision Control}
  }
  
  
  

• Wollnack, Simon and Hoffmann, Christian and Werner, Herbert: Affine LPV Controller Design with Linear Growth of the Number of LMI Constraints. in Proc. Amer. Control Conf, 2013
  

  @inproceedings{WoHoWe13,
   author = {Wollnack, Simon and Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   title = {{Affine LPV Controller Design with Linear Growth of the Number of LMI Constraints}},
   year = {2013},
   booktitle = {Proc. Amer. Control Conf}
  }
  
  
  

2012

• Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert: Closed-Loop Stability and Performance Optimization in LPV Control Based on a Reduced Parameter Set. in Proc. 51st IEEE Conf. Decision Control, pp. 5146-5151, 2012
  

  @inproceedings{HoHaAbWe12,
   author = {Hoffmann, Christian and Hashemi, Seyed Mahdi and Abbas, Hossam Seddik and Werner, Herbert},
   abstract = {A major difficulty encountered in the application of linear parameter-varying (LPV) control is the complexity of synthesis and implementation when the number of scheduling parameters is large. Often heuristic ad hoc solutions involve the neglection of individual scheduling parameters, such that standard LPV controller synthesis methods become applicable. The principle component analysis (PCA) based technique of parameter set mapping (PSM) has been proposed as a systematic way for obtaining LPV models with fewer scheduling parameters. However, controller designs based on an approximate model cannot guarantee stability and performance when implemented on the original plant. In this paper, a posteriori conditions are proposed to assess closed-loop stability and performance. Moreover, a possible synthesis approach is sketched based on iterating between convex optimization problems. A two-degree-of- freedom (2-DOF) robotic manipulator is considered as an illustrative example.},
   title = {{Closed-Loop Stability and Performance Optimization in LPV Control Based on a Reduced Parameter Set}},
   pages = {5146--5151},
   year = {2012},
   booktitle = {Proc. 51st IEEE Conf. Decision Control}
  }
  
  
  

• Hoffmann, Christian and Radisch, Christian and Werner, Herbert: Active Damping of Container Crane Load Swing by Hoisting Modulation - An LPV Approach. in Proc. 51st IEEE Conf. Decision Control, pp. 5140-5145, 2012
  

  @inproceedings{HoRaWe12,
   author = {Hoffmann, Christian and Radisch, Christian and Werner, Herbert},
   abstract = {51st IEEE Conference on Decision and Control , December 10-13, 2012, Maui, Hawaii, USA},
   title = {{Active Damping of Container Crane Load Swing by Hoisting Modulation - An LPV Approach}},
   pages = {5140--5145},
   year = {2012},
   booktitle = {Proc. 51st IEEE Conf. Decision Control}
  }
  
  
  

2020

• Herzog, Christian: Should Ethics be Formalized? – And if so, What for?. Master`s Dissertation at the IDEA Centre, University of Leeds, United Kingdom, 2020
  

  @phdthesis{He20z,
  author = {Herzog, Christian},
  school = {University of Leeds},
  title = {{Should Ethics be Formalized? – And if so, What for?}},
   address = {United Kingdom},
   publisher = {Master's Dissertation at the IDEA Centre, University of Leeds},
   school = {University of Leeds},
  type = {Master's Dissertation},
  year = {2020}
  }
  

2016

• Hoffmann, Christian: Linear Parameter-Varying Control of Systems of High Complexity. Ph.D. Thesis at the Institute of Control Systems, Germany, 2016
  

  @phdthesis{Ho16,
   author = {Hoffmann, Christian},
   abstract = {Der Entwurf von Reglern f{\"u}r komplexe nichtlineare Regelstrecken im Framework Linear Parameterver{\"a}nderlicher (LPV) Systeme f{\"u}hrt zu hohem Modellierungs-, Synthese- und Implementierungsaufwand. Zugleich k{\"o}nnen Regelstrecken durch eine verteilte Struktur {\"a}hnlicher interagierender LPV-Subsysteme eine hohe Komplexit{\"a}t erlangen. Die vorliegende Arbeit behandelt Methoden zur Modellierung komplexer LPV-Systeme, sowohl im Sinne nichtlinearer, als auch verteilter Regelstrecken, und beinhaltet verbesserte Entwurfswerkzeuge, die zu niedrigerem Synthese- und Implementierungsaufwand f{\"u}hren.
  
  The controller design for complex nonlinear systems using the framework of linear parameter-varying (LPV) systems often leads to high costs in modeling, synthesis and implementation. Interconnected LPV subsystems also yield complex systems. This thesis presents methods for the modeling of complex LPV systems, in the sense of nonlinear as well as interconnected subsystems and introduces improved controller synthesis tools that lead to reduced synthesis and implementation costs.},
   year = {2016},
   title = {{Linear Parameter-Varying Control of Systems of High Complexity}},
   address = {Germany},
   publisher = {Ph.D. Thesis at the Institute of Control Systems},
   school = {{Hamburg University of Technology}},
   doi = {10.15480/882.1301},
   url = {https://doi.org/10.15480/882.1301}
  }
  
  
  

2011

• Hoffmann, Christian: Design and Control of a Novel Portable Mechanical Ventilator. Hamburg, Germany, 2011
  

  @phdthesis{Ho11,
   author = {Hoffmann, Christian},
   abstract = {},
   year = {2011},
   title = {{Design and Control of a Novel Portable Mechanical Ventilator}},
   publisher = {{Master's Thesis at the Institute of Control Systems, Hamburg University of Technology}},
   address = {Hamburg, Germany},
   school = {{Hamburg University of Technology}},
   type = {{Master's Thesis}}
  }
  
  
  

2009

• Hoffmann, Christian: Development of a Control System for the Shanghai Subway Flood Gate System. Bachelor Thesis at the Department of Mechanical Engineering, Tongji University, Shanghai, Hamburg, Germany and Shanghai, China, 2009
  

  @phdthesis{Ho09,
   author = {Hoffmann, Christian},
   abstract = {},
   year = {2009},
   title = {{Development of a Control System for the Shanghai Subway Flood Gate System}},
   publisher = {{Bachelor Thesis at the Department of Mechanical Engineering, Tongji University, Shanghai}},
   address = {Hamburg, Germany and Shanghai, China},
   school = {{Hamburg University of Technology and Tongji University Shanghai}},
   type = {{Project Work}}
  }
  
  
  

2008

• Hoffmann, Christian: Modelling and Control of a Cooling System for Power Electronics on a Commercial Aircraft. Hamburg, Germany, 2008
  

  @phdthesis{Ho08,
   author = {Hoffmann, Christian},
   abstract = {},
   year = {2008},
   title = {{Modelling and Control of a Cooling System for Power Electronics on a Commercial Aircraft}},
   publisher = {{Bachelor Thesis at the Institute of Thermo- and Fluiddynamics, Hamburg University of Technology}},
   address = {Hamburg, Germany},
   school = {{Hamburg University of Technology}},
   type = {{Bachelor Thesis}}
  }
  
  
  

2021

• Breyer, Sabrina and Herzog, Christian: Akzeptanzfragen bei KI-basierter Medizintechnik. in KI-Sommercampus der Begleitforschung des KI-Innovationswettbewerb BMWi, jun,, 2021
  

  @misc{Breyer2021,
  	title = {Akzeptanzfragen bei KI-basierter Medizintechnik},
  	language = {German},
  	author = {Breyer, Sabrina and Herzog, Christian},
  	month = jun,
  	year = {2021},
  	booktitle = {KI-Sommercampus der Begleitforschung des KI-Innovationswettbewerb BMWi}
  }

2019

• Herzog, Christian: Responsible Research and Innovation in der KI-Basierten Medizintechnik. in Vortrag vor der Medizinischen Gesellschaft zu Lübeck, Lübeck, 2019
  

  @misc{He19e,
  address = {L{\"{u}}beck},
  author = {Herzog, Christian},
  booktitle = {Vortrag vor der Medizinischen Gesellschaft zu L{\"{u}}beck},
  title = {{Responsible Research and Innovation in der KI-Basierten Medizintechnik}},
  year = {2019}
  }
  

• Herzog (geb. Hoffmann), Christian: Ethical Innovation Hub - Konzept eines transdisziplinären Konvergenzpunkts für Technik & Gesellschaft. in Künstliche Intelligenz Konferenz - Schleswig-Holstein, Kiel, Schleswig-Holstein, Germany, 2019
  

  @misc{He19c,
   author = {Herzog (geb. Hoffmann), Christian},
   date = {20.3.2019},
   year = {2019},
   title = {{Ethical Innovation Hub - Konzept eines transdisziplinären Konvergenzpunkts für Technik & Gesellschaft}},
   url = {},
   address = {Kiel, Schleswig-Holstein, Germany},
   booktitle = {{K{\"u}nstliche Intelligenz Konferenz - Schleswig-Holstein}}
  }

• Herzog, Christian: Ethical and Epistemological Challenges of AI in Medical Systems. in 41st International Engineering in Medicine and Biology Conference, Mini Symposium on Ethical Design Considerations for MedTec, Berlin, Germany, 2019
  

  @misc{He19d,
  address = {Berlin, Germany},
  author = {Herzog, Christian},
  booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
  year = {2019},
  title = {{Ethical and Epistemological Challenges of AI in Medical Systems}}
  }
  

2019

• Herzog (geb. Hoffmann), Christian: Ethical Innovation Hub - Konzept eines transdisziplinären Konvergenzpunkts für Technik & Gesellschaft. in Künstliche Intelligenz Konferenz - Schleswig-Holstein, Kiel, Schleswig-Holstein, Germany, 2019
  

  @misc{He19c,
   author = {Herzog (geb. Hoffmann), Christian},
   date = {20.3.2019},
   year = {2019},
   title = {{Ethical Innovation Hub - Konzept eines transdisziplinären Konvergenzpunkts für Technik & Gesellschaft}},
   url = {},
   address = {Kiel, Schleswig-Holstein, Germany},
   booktitle = {{K{\"u}nstliche Intelligenz Konferenz - Schleswig-Holstein}}
  }

2018

• Hoffmann, Christian: Ethik innovativer Technologien. in Künstliche Intelligenz - Perspektiven für Schleswig-Holstein, Kiel, Schleswig-Holstein, Germany, 2018
  

  @misc{Ho18c,
   author = {Hoffmann, Christian},
   date = {31.5.2018},
   year = {2018},
   title = {{Ethik innovativer Technologien}},
   url = {https://www.oksh.de/ki/sehen/mediathek/?beitrag=kuenstliche-intelligenz-perspektiven-fuer-schleswig-holstein-ethik-innovativer-technologien},
   address = {Kiel, Schleswig-Holstein, Germany},
   booktitle = {{K{\"u}nstliche Intelligenz - Perspektiven f{\"u}r Schleswig-Holstein}}
  }

2017

• Hoffmann, Christian and Rostalski, Philipp: Lineare optimale Regelung und Schätzung mittels Message Passing auf Faktorgraphen. Boppard, Rheinland-Pfalz, Germany, 2017
  

  @misc{HoRo17b,
   author = {Hoffmann, Christian and Rostalski, Philipp},
   abstract = {},
   year = {2017},
   title = {{Lineare optimale Regelung und Sch{\"a}tzung mittels Message Passing auf Faktorgraphen}},
   address = {Boppard, Rheinland-Pfalz, Germany},
   series = {{51. Regelungstechnisches Kolloquium in Boppard}}
  }
  
  
  

2015

• Hoffmann, Christian and Werner, Herbert: Reglerentwurf für verteilte, nicht-lineare, heterogene Systeme bei zeitlich veränderlicher Interaktionstopologie mit Hilfe multiplier-basierter konvexer Optimierungsmethoden. Boppard, Rheinland-Pfalz, Germany, 2015
  

  @misc{HoWe15c,
   author = {Hoffmann, Christian and Werner, Herbert},
   abstract = {},
   year = {2015},
   title = {{Reglerentwurf für verteilte, nicht-lineare, heterogene Systeme bei zeitlich ver\"{a}nderlicher Interaktionstopologie mit Hilfe multiplier-basierter konvexer Optimierungsmethoden}},
   address = {Boppard, Rheinland-Pfalz, Germany},
   series = {{49. Regelungstechnisches Kolloquium in Boppard}}
  }