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The Role of Structural Representation in the Performance of a Deep Neural Network for X-ray Spectroscopy

An important consideration when developing a deep neural network (DNN) for the prediction of molecular properties is the representation of the chemical space. Herein we explore the effect of the representation on the performance of our DNN engineered to predict Fe K-edge X-ray absorption near-edge s...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Marwah M.M. Madkhali, Conor D. Rankine, Thomas J. Penfold
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2020-06-01
Cyfres:Molecules
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/1420-3049/25/11/2715
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!