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Title: Understanding structural adaptability: a reactant informatics approach to experiment design
The structural and electronic adaptability ranges of a [VO(SeO 3 )(HSeO 3 )] framework found in organically templated vanadium selenites were determined using a three step approach, informed by cheminformatics descriptors, involving (i) the extraction of the most important reaction parameters from historical reaction data, (ii) a fractional factorial design on those parameters to better explore chemical space and (iii) decision tree construction on organic molecular properties to determine the factors governing framework formation. This process enabled the elucidation of both the structural and electronic adaptability ranges and provided the context to extract chemical understanding from the structural features that give rise to these respective ranges. This work resulted in the synthesis and structural determination of five new compounds.  more » « less
Award ID(s):
1709351
NSF-PAR ID:
10073193
Author(s) / Creator(s):
; ; ; ; ; ; ;
Date Published:
Journal Name:
Molecular Systems Design & Engineering
Volume:
3
Issue:
3
ISSN:
2058-9689
Page Range / eLocation ID:
473 to 484
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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