Design and Synthesis of Novel Oxime Ester Photoinitiators Augmented by Automated Machine Learning

A new, accelerated design scheme for photoinitiators based on an advanced machine learning framework is studied. Design space for photoinitiators is set by over 120 unique oxime ester compounds synthesized and measured for their photosensitivity. Then, an automated machine learning algorithm is used...

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Veröffentlicht in:	Chemistry of materials 2022-01, Vol.34 (1), p.116-127
Hauptverfasser:	Lee, Won Jung, Kwak, H. Shaun, Lee, Deuk-rak, Oh, Chunrim, Yum, Eul Kgun, An, Yuling, Halls, Mathew D, Lee, Chi-Wan
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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