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Dr.-Ing. Julian Belz



  • Belz, J., Nelles, O.: „Order of Experimentation and Advisability of Corner Measurements“. at-Automatisierungstechnik, Vol. 65(3), pp. 156-166, March 2017.
  • Belz, J., Heinz, T., Nelles, O.: „Automated Order Determination Strategies for Nonlinear Dynamic Models“. IEEE Symposium on Computational Intelligence in Control and Automation (CICA), 2016, Athens, Greece.
  • Belz, J., Bamberger, K., Nelles, O., Carolus, T.: „Order of Experimentation for Metamodeling Tasks“. International Joint Conference on Neural Networks (IJCNN), 2016, pp. 4843-4849, Vancouver, Canada.
  • Bamberger, K., Belz, J., Carolus, T., Nelles, O.: „Aerodynamic Optimization of Centrifugal Fans Using CFD-Trained Meta-Models“. 16th International Symposium on Transport Phenomena and Dynamics of Rotating Machinery (ISROMAC), 2016, Hawaii, USA.
  • Ebert, T., Fischer, T., Belz, J., Heinz, T., Kampmann, G., Nelles, O.: „Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs“. IEEE Symposium on Computational Intelligence in Control and Automation (CICA), 2015, pp. 375-382, Cape Town, South Africa.
  • Belz, J., Nelles, O.: „Function Generator Application: Shall Corners Be Measured?“. Proceedings of the 25th Workshop on Computational Intelligence, pp. 271-287, Dortmund, Germany.
  • Belz, J., Nelles, O.: „Proposal for a Function Generator and Extrapolation Analysis“. Innovations in Intelligent SysTems and Applications (INISTA), 2015 International Symposium on, pp. 1-6, Madrid, Spain.
  • Horwath, M., Belz, J., Schmidt, J., Nelles, O., Idelberger, H.: „Detection of purposeful design parameters using neural networks in the early product development of vehicle body components“. NAFEMS Seminar on Optimization and Robust Design, 2015, pp. 129-141, Wiesbaden, Germany.
  • Ebert, T., Belz, J., Nelles, O.: "Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls“. IEEE Symposium on Computational Intelligence and Data Mining, 2014, pp. 310-314, Orlando, USA.
  • Belz, J., Nelles, O.: „Input Selection Using Local Model Network Trees“. 19th IFAC World Congress, 2014, pp. 4128-4133, Cape Town, South Africa.
  • Hartmann, B., Ebert, T., Fischer, T., Belz, J., Kampmann, G., Nelles, O.: „LMNTool - Toolbox zum automatischen Trainieren lokaler Modellnetze“. 22nd Workshop of Computational Intelligence, 2012, pp. 341-355, Dortmund, Germany.