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Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches

Accelerating the development of π-conjugated molecules for applications such as energy generation and storage, catalysis, sensing, pharmaceuticals, and (semi)conducting technologies requires rapid and accurate evaluation of the electronic, redox, or optical properties. While high-throughput computat...

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Detalles Bibliográficos
Autores principales: Bhat, Vinayak, Sornberger, Parker, Pokuri, Balaji Sesha Sarath, Duke, Rebekah, Ganapathysubramanian, Baskar, Risko, Chad
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/PMC9769113/
https://www.ncbi.nlm.nih.gov/pubmed/36605753
http://dx.doi.org/10.1039/d2sc04676h

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