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Title: A scientific machine learning framework to understand flash graphene synthesis
The SML model was trained on both direct experimental and indirect physics-informed features to predict graphene quality synthesized from Flash Joule heating. With anR2of 0.81, the model performs better compared to 0.73 without indirect features.  more » « less
Award ID(s):
2154428 1825352
PAR ID:
10408409
Author(s) / Creator(s):
; ; ; ; ; ; ;
Publisher / Repository:
RSC
Date Published:
Journal Name:
Digital Discovery
Volume:
2
Issue:
4
ISSN:
2635-098X
Page Range / eLocation ID:
arXiv:2303.12638
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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