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clark john w. (curatore); lindenau thomas (curatore); ristig manfred l. (curatore) - scientific applications of neural nets
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Scientific Applications of Neural Nets Proceedings of the 194th W.E. Heraeus Seminar Held at Bad Honnef, Germany, 11–13 May 1998

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 04/2014
Edizione: Softcover reprint of the original 1st ed. 1999





Trama

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.




Sommario

Neural networks: New tools for modelling 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.










Altre Informazioni

ISBN:

9783662142356

Condizione: Nuovo
Collana: Lecture Notes in Physics
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XIII, 290 p. 78 illus., 6 illus. in color.
Pagine Arabe: 290
Pagine Romane: xiii


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