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Svelare il reticolo cristallino: Analisi XRD potenziata dall'intelligenza artificiale

Svelare il reticolo cristallino: Analisi XRD potenziata dall'intelligenza artificiale

          
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About the Book

"Svelare il reticolo cristallino: AI-Enhanced XRD Analysis" approfondisce la rivoluzionaria fusione delle tecniche di diffrazione dei raggi X (XRD) con gli algoritmi di intelligenza artificiale (AI). Poiché la XRD rimane una pietra miliare per la caratterizzazione dei materiali, il libro esplora come l'integrazione dell'IA migliori l'accuratezza, la velocità e l'efficienza dell'analisi XRD, aprendo nuove frontiere per la ricerca e le applicazioni industriali.Il libro inizia stabilendo una solida base per l'analisi XRD, evidenziandone l'importanza, il contesto storico e le sfide. Introduce poi il concetto di IA e il suo potenziale impatto sull'analisi XRD. Da qui, approfondisce i fondamenti della diffrazione dei raggi X, fornendo ai lettori una comprensione completa della tecnica.Vengono esplorate varie tecniche tradizionali di analisi XRD, tra cui l'analisi qualitativa e quantitativa, l'analisi della struttura e l'analisi delle sollecitazioni residue. Il libro si addentra poi nell'apprendimento automatico e nella sua applicazione all'analisi XRD, trattando la pre-elaborazione dei dati, la selezione delle caratteristiche, gli algoritmi di classificazione, gli algoritmi di regressione e l'uso delle reti neurali e del deep learning.


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Product Details
  • ISBN-13: 9786206327967
  • Publisher: KS Omniscriptum Publishing
  • Publisher Imprint: Edizioni Sapienza
  • Height: 229 mm
  • No of Pages: 52
  • Spine Width: 3 mm
  • Weight: 91 gr
  • ISBN-10: 6206327965
  • Publisher Date: 10 Aug 2023
  • Binding: Paperback
  • Language: Italian
  • Returnable: N
  • Sub Title: Analisi XRD potenziata dall'intelligenza artificiale
  • Width: 152 mm

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