Explainability and human intervention in autonomous scanning probe microscopy

Summary: The broad adoption of machine learning (ML)-based autonomous experiments (AEs) in material characterization and synthesis requires strategies development for understanding and intervention in the experimental workflow. Here, we introduce and realize a post-experimental analysis strategy for...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Yongtao Liu, Maxim A. Ziatdinov, Rama K. Vasudevan, Sergei V. Kalinin
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2023-11-01
Colecção:	Patterns
Assuntos:	DSML 2: Proof-of-Concept: Data science output has been formulated, implemented, and tested for one domain/problem
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2666389923002428
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!