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Computational Discovery of TTF Molecules with Deep Generative Models

We present a computational workflow based on quantum chemical calculations and generative models based on deep neural networks for the discovery of novel materials. We apply the developed workflow to search for molecules suitable for the fusion of triplet-triplet excitations (triplet-triplet fusion,...

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Detalles Bibliográficos
Autores principales: Yakubovich, Alexander, Odinokov, Alexey, Nikolenko, Sergey, Jung, Yongsik, Choi, Hyeonho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8733737/
https://www.ncbi.nlm.nih.gov/pubmed/35004615
http://dx.doi.org/10.3389/fchem.2021.800133