Scientific Applications of Neural Nets [[electronic resource] ] : Proceedings of the 194th W.E. Heraeus Seminar Held at Bad Honnef, Germany, 11–13 May 1998 / / edited by John W. Clark, Thomas Lindenau, Manfred L. Ristig
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| Titolo: |
Scientific Applications of Neural Nets [[electronic resource] ] : Proceedings of the 194th W.E. Heraeus Seminar Held at Bad Honnef, Germany, 11–13 May 1998 / / edited by John W. Clark, Thomas Lindenau, Manfred L. Ristig
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| Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1999 |
| Edizione: | 1st ed. 1999. |
| Descrizione fisica: | 1 online resource (XIII, 290 p. 78 illus., 6 illus. in color.) |
| Disciplina: | 502.85/632 |
| Soggetto topico: | Statistical physics |
| Dynamical systems | |
| Nuclear physics | |
| Artificial intelligence | |
| Complex Systems | |
| Particle and Nuclear Physics | |
| Artificial Intelligence | |
| Statistical Physics and Dynamical Systems | |
| Persona (resp. second.): | ClarkJ. W <1935-> (John Walter) |
| LindenauThomas | |
| RistigManfred L | |
| Note generali: | Bibliographic Level Mode of Issuance: Monograph |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Scientific applications of neural nets |
| ISBN: | 3-540-48980-0 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 996466700803316 |
| Lo trovi qui: | Univ. di Salerno |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Physics, . 0075-8450 ; ; 522