LASIN - Laboratory of Synergetics

University of Ljubljana | Faculty of Mechanical Engineering
portret

Igor Grabec, acad.


e-mail: igor.grabec@fs.uni-lj.si
tel.: +386 1 4771-605



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Member of

  • Academy of Sciences and Arts of Slovenia
  • Engineering Academy of Slovenia
  • International Institution for Production Engineering Research - CIRP
  • Honorary Member of World Innovation Fundation
  • International Neural Network Society
  • Mathematical and Physical Society of Slovenia
  • Slovenian Academical Society for Technical and Natural Sciences
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Research interests

  • synergetics
  • artificial neural networks
  • development of sensors
  • self-organized measurement
  • adaptive modeling and prediction of complex physical phenomena
  • nonlinear and chaotic dynamic phenomena
  • manufacturing processes
  • acoustic emission
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Education

  • Ph. D. of Physics, University of Ljubljana, Slovenia, 1970
  • M. Sc. of Physics, University of Ljubljana, Slovenia, 1969
  • B. Sc. of Physics, University of Ljubljana, Slovenia, 1962
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Awards

  • "B. Kidrič Award" for Supreme Achievements in the Research of Acoustic Emission - 1989
  • Research of Acoustic Emission - 1982
  • Awards for patents relating to the development of sensors and instrumentation - 1974, 1977
  • National Research Foundation Award for Research of Nonlinear Ionization Waves - 1972
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Bibliography

A summary of complete personal bibliography: grabec-bib.pdf

A list of representative personal bibliography:

  • Grabec I., Ferkolj I., Grabec D., Grošelj D. (2007): Prediction of Clinical Response to Treatment of Crohn's Disease by Using RBFN, DCDIS A Supplement, Advances in Neural Networks, Vol. 14(S1) 602-607
  • Grabec I. (2007): The Normalized Radial Basis Function Neural Network and its Relation to the Perceptron, DCDIS A Supplement, Advances in Neural Networks, Vol. 14(S1) 129-132
  • Borštnik Bračič A., Govekar E., Grabec I. (2007): Modeling the field of laser welding melt pool by RBFNN, DCDIS A Supplement, Advances in Neural Networks, Vol. 14(S1) 227-231
  • Grabec I. (submitted 2006): Experimental information and statistical modeling of physical laws, submitted to IEEE Transactions on Information Theory, arXiv:cs.IT/0612027 v1 5. Dec 2006
  • Grošelj D., Grabec I., Ferkolj I., Seme K., Ihan A. (2006): Prediction of clinical response to anti-TNF treatment by oral parameters in Crohn's disease, Hepato-Gastroenterology, in print
  • Grabec I. (2005): Extraction of physical laws from joint experimental data, European Physical Journal - B, 48, pp. 279-289, DOI: 10.1140/epjb/e2005-00391-0
  • Grabec I., Grošelj D. (2003): Detection and Prediction of Tooth Mobility During the Periodontitis Healing Process, Comp. Meth. Biomech. & Biomed. Eng., 6, 319-328
  • Grabec I., Mandelj S., Experimental Modeling of Chaotic Fields, Progr. Theoret. Phys. Spp-150, 81-88 (2003)
  • Lunar-Peček B., Grabec I., Forecasting Electrical Power Consumption by Normalised Radial-Basis Function Neural Network, Neural Network World, 12, 241-254, (2002)
  • Grabec I., Experimental Modeling of Physical Laws, Eur. Phys. J., B 22, 129-135, (2001)
  • Grabec I., Mandelj S., Desynchronization of Striations in the Development of Ionization Turbulence, Phys. Lett., A 287, 105-110, (2001)
  • Grabec I., Sachse W., Synergetics of Measurements, Prediction and Control, Springer Verlag, Series in Synergetics, Heidelberg, (1997)
  • Grabec I., Gradišek J., Potočnik P., Empirical Approach to Optimal Self-Control, Eng. Appl. AI, 10, 73-85 (1997)
  • Grabec I., Self-Organization of Neurons Described by the Maximum-Entropy Principle, Biol. Cyb., 63, 403-409 (1990)

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Other interests

Visit brief review of sculptures