#biomanufacturing News & Analysis

2 articles tagged with #biomanufacturing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · May 115/10

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Switching-time bioprocess control with pulse-width-modulated optogenetics

Researchers propose using pulse-width modulation (PWM) with reinforcement learning to optimize optogenetic bioprocess control, enabling precise gene expression tuning through light-based switching rather than intensity adjustment. This approach addresses the limitation of steep dose-response curves in biotechnology by alternating light ON/OFF states within control periods, improving controllability and production efficiency in protein synthesis and metabolic regulation.

AIBullisharXiv – CS AI · Mar 26/1014

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GenAI-Net: A Generative AI Framework for Automated Biomolecular Network Design

Researchers have developed GenAI-Net, a generative AI framework that automates the design of chemical reaction networks (CRNs) for synthetic biology applications. The system can automatically generate biomolecular circuits for various functions including logic gates, oscillators, and classifiers, potentially accelerating the development of biomanufacturing and therapeutic technologies.