Scientific Application of Neural Nets
Proceedings of the 194th W. E. Hereaus Seminar Held at Bad Honnef, Germany, 11 - 13 May 1998
(Sprache: Englisch)
Neural-network models for event analysis are widely used in experimental high-energy physics, star/galaxy discrimination, control of adaptive optical systems, prediction of nuclear properties, fast interpolation of potential energy surfaces in chemistry,...
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Klappentext zu „Scientific Application of Neural Nets “
Neural-network models for event analysis are widely used in experimental high-energy physics, star/galaxy discrimination, control of adaptive optical systems, prediction of nuclear properties, fast interpolation of potential energy surfaces in chemistry, classification of mass spectra of organic compounds, protein-structure prediction, analysis of DNA sequences, and design of pharmaceuticals. This book, devoted to this highly interdisciplinary research area, addresses scientists and graduate students. The pedagogically written review articles range over a variety of fields including astronomy, nuclear physics, experimental particle physics, bioinformatics, linguistics, and information processing.
Inhaltsverzeichnis zu „Scientific Application of Neural Nets “
- Neural Networks: New Tools for Modeling and Data Analysis in Science- Adaptive Optics: Neural Network Wavefront Sensing, Reconstruction and Prediction
- Nuclear Physics with Neural Networks
- Using Neural Networks to Learn Energy Corrections in Hadronic Calorimeters
- Neural Networks for Protein Structure Prediction
- Evolution Teaches Neural Networks to Predict Protein Structure
- An Application of Artificial Neural Networks in Linguistics
- Optimization with Neural Networks
- Dynamics of Networks and Applications
Bibliographische Angaben
- 1999, xiii, 290 Seiten, 6 farbige Abbildungen, 72 Schwarz-Weiß-Abbildungen, Maße: 15,5 x 23,5 cm, Gebunden, Englisch
- Ed. by John W. Clark, Thomas Lindenau and Manfred L. Ristig
- Herausgegeben: John W. Clark, Thomas Lindenau, Manfred L. Ristig
- Verlag: Springer, Berlin
- ISBN-10: 3540657371
- ISBN-13: 9783540657378
- Erscheinungsdatum: 15.04.1999
Sprache:
Englisch
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