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Trusting our machines: validating machine learning models for single-molecule transport experiments

In this tutorial review, we will describe crucial aspects related to the application of machine learning to help users avoid the most common pitfalls. The examples we present will be based on data from the field of molecular electronics, specifically single-molecule electron transport experiments, b...

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Detalles Bibliográficos
Autores principales: Bro-Jørgensen, William, Hamill, Joseph M., Bro, Rasmus, Solomon, Gemma C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377421/
https://www.ncbi.nlm.nih.gov/pubmed/35686581
http://dx.doi.org/10.1039/d1cs00884f