Código QR (código de barras bidimensional)

Machine learning surrogates for CALPHAD inputs in mean-field precipitation modelling of IN738LC

This study presents a novel application of a machine learning-based surrogate modelling approach to replace CALPHAD-based inputs in the mean-field simulation of γ′ precipitation in the nickel-based superalloy IN738LC. A multi-component mean-field precipitation model is employed to describe the nucle...

Fuld beskrivelse

Na minha lista:
Principais autores: Z.Y. Cao, M.J. Anderson, A. Rowe, G. Panoutsos, H.C. Basoalto
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2026-05-01
Serier:Materials & Design
Fag:
Nickel-based superalloy
IN738LC
Mean-field theory
Machine learning
Neural network
Online adgang:http://www.sciencedirect.com/science/article/pii/S026412752600482X
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker