Compartir
Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods
Ghanshyam Pilania
(Autor)
·
Prasanna V. Balachandran
(Autor)
·
James E. Gubernatis
(Autor)
·
Springer
· Tapa Blanda
Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods - Pilania, Ghanshyam ; Balachandran, Prasanna V. ; Gubernatis, James E.
Sin Stock
Te enviaremos un correo cuando el libro vuelva a estar disponible
Reseña del libro "Data-Based Methods for Materials Design and Discovery: Basic Ideas and General Methods"
Machine learning methods are changing the way we design and discover new materials. This book provides an overview of approaches successfully used in addressing materials problems (alloys, ferroelectrics, dielectrics) with a focus on probabilistic methods, such as Gaussian processes, to accurately estimate density functions. The authors, who have extensive experience in this interdisciplinary field, discuss generalizations where more than one competing material property is involved or data with differing degrees of precision/costs or fidelity/expense needs to be considered.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
Todos los libros de nuestro catálogo son Originales.
El libro está escrito en Inglés.
La encuadernación de esta edición es Tapa Blanda.
✓ Producto agregado correctamente al carro, Ir a Pagar.