CHF 193.50

GPT for Python-Coding in Computational Materials Science and Mechanics
From Prompt Engineering to Solutions in Worked-Out Examples.DE Inglese · Tascabile

Spedizione di solito entro 1 a 2 settimane

Descrizione

Ulteriori informazioni










This book covers all the topics about ChatGPT required to successfully generate Python code to solve problems in computational materials science and mechanics, complemented by numerous fully worked-out applications. The complete work flow for AI-assisted coding is given, including: (i) prompt engineering providing a powerful toolset for how to give coding assignments to ChatGPT effectively; (ii) commented code listings; and (iii) tips and tricks to verify the codes in rigorous tests including human interventions to fix issues and gaps. Finally, (iv) the coding projects are critically reviewed to address the strengths and remaining weaknesses of the Chatbot, including explicit recommendations on how to communicate with GPT. For the steps (i)-(iv) the book presents a curated selection of intriguing problems from computational materials science and computational mechanics including machine learning for problem-solving. These problems are carefully chosen for their relevance to current research and industrial applications and their suitability for showcasing the advanced capabilities of GPT-4 for code generation. Spanning from predicting material behavior under various conditions to simulating complex mechanical interactions, the problems serve as a canvas on which GPT-4 paints its solutions, demonstrating not just accuracy but creativity in problem-solving. Therefore, the book serves as a valuable primer for both undergraduate and graduate students, as well as a review for research scientists and practicing engineers.


Dettagli sul prodotto

Con la collaborazione di Bernhard Eidel (Editore)
Editore Springer, Berlin
 
Contenuto Libro
Forma del prodotto Tascabile
Data pubblicazione 21.06.2026
Categoria Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie
 
EAN 9783031854729
ISBN 978-3-0-3185472-9
Numero di pagine 263
Illustrazioni XII, 263 p. 100 illus., 52 illus. in color.
Dimensioni (della confezione) 15.5 x 1.3 x 23.5 cm
Peso (della confezione) 473 g
 
Categorie Transformers, ChatGPT, NaturalLanguageProcessing, ComputationalIntelligence, ComputationalMechanics, ComputationalMaterialsScience, AutomatedProgrammingAssistant, ArtificialGenerativeIntelligence
 

Recensioni dei clienti

Per questo articolo non c'è ancora nessuna recensione. Scrivi la prima recensione e aiuta gli altri utenti a scegliere.

Scrivi una recensione

Top o flop? Scrivi la tua recensione.

Per i messaggi a CeDe.ch si prega di utilizzare il modulo di contatto.

I campi contrassegnati da * sono obbligatori.

Inviando questo modulo si accetta la nostra dichiarazione protezione dati.