N. M. Anoop Krishnan: Machine Learning for Materials Discovery, Gebunden
Machine Learning for Materials Discovery
Buch
- Numerical Recipes and Practical Applications
lieferbar innerhalb 2-3 Wochen
(soweit verfügbar beim Lieferanten)
(soweit verfügbar beim Lieferanten)
Aktueller Preis: EUR 175,23
- Verlag:
- Springer International Publishing, 05/2024
- Einband:
- Gebunden, HC runder Rücken kaschiert
- Sprache:
- Englisch
- ISBN-13:
- 9783031446214
- Artikelnummer:
- 11862887
- Umfang:
- 304 Seiten
- Nummer der Auflage:
- 2024
- Ausgabe:
- 2024
- Gewicht:
- 671 g
- Maße:
- 241 x 160 mm
- Stärke:
- 18 mm
- Erscheinungstermin:
- 7.5.2024
- Hinweis
-
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery. The book explains complex mathematical concepts in a lucid manner to ensure that readers from different materials domains are able to use these techniques successfully. A unique feature of this book is its hands-on aspect each method presented herein is accompanied by a code that implements the method in open-source platforms such as Python. This book is thus aimed at graduate students, researchers, and engineers to enable the use of data-driven methods for understanding and accelerating the discovery of novel materials.
N. M. Anoop Krishnan, Ravinder Bhattoo, Hariprasad Kodamana
Machine Learning for Materials Discovery
Aktueller Preis: EUR 175,23