Diffusion-Based Generative Network for de Novo Synthetic Promoter Design

Computer-aided promoter design is a major development trend in synthetic promoter engineering. Various deep learning models have been used to evaluate or screen synthetic promoters, but there have been few works on de novo promoter design. To explore the potential ability of generative models in pro...

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Veröffentlicht in:	ACS synthetic biology 2024-05, Vol.13 (5), p.1513-1522
Hauptverfasser:	Lin, Jianfeng, Wang, Xin, Liu, Tuoyu, Teng, Yue, Cui, Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep Learning Diffusion Escherichia coli - genetics Genetic Engineering - methods Promoter Regions, Genetic - genetics Synthetic Biology - methods
Online-Zugang:	Volltext
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