AIMC Topic: Synthetic Biology

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[Machine learning-aided design of synthetic biological parts and circuits].

Sheng wu gong cheng xue bao = Chinese journal of biotechnology Mar 25, 2025
Synthetic biology is an emerging interdisciplinary field at the convergence of biology, engineering, and computer science. It employs a bottom-up approach to progressively design biological parts, devices, and circuits, aiming to create artificial bi...
Gene Regulatory Networks Promoter Regions, Genetic Synthetic Biology Algorithms Computer-Aided Design Machine Learning
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[Intelligent design of nucleic acid elements in biomanufacturing].

Sheng wu gong cheng xue bao = Chinese journal of biotechnology Mar 25, 2025
Nucleic acid elements are essential functional sequences that play critical roles in regulating gene expression, optimizing pathways, and enabling gene editing to enhance the production of target products in biomanufacturing. Therefore, the design an...
Algorithms Synthetic Biology Artificial Intelligence Promoter Regions, Genetic Terminator Regions, Genetic Gene Editing Nucleic Acids
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[Artificial intelligence-assisted design, mining, and modification of CRISPR-Cas systems].

Sheng wu gong cheng xue bao = Chinese journal of biotechnology Mar 25, 2025
With the rapid advancement of synthetic biology, CRISPR-Cas systems have emerged as a powerful tool for gene editing, demonstrating significant potential in various fields, including medicine, agriculture, and industrial biotechnology. This review co...
Gene Editing Synthetic Biology CRISPR-Cas Systems RNA, Guide, CRISPR-Cas Systems Genetic Engineering Data Mining Artificial Intelligence
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[Databases, knowledge bases, and large models for biomanufacturing].

Sheng wu gong cheng xue bao = Chinese journal of biotechnology Mar 25, 2025
Biomanufacturing is an advanced manufacturing method that integrates biology, chemistry, and engineering. It utilizes renewable biomass and biological organisms as production media to scale up the production of target products through fermentation. C...
Databases, Factual Systems Biology Artificial Intelligence Synthetic Biology Biotechnology Knowledge Bases Fermentation
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Engineering the future of medicine: Natural products, synthetic biology and artificial intelligence for next-generation therapeutics.

Clinical and translational medicine Feb 1, 2025
The eXchange Unit between Thiolation domains approach and artificial intelligence (AI)-driven tools like Synthetic Intelligence are transforming nonribosomal peptide synthetase and polyketide synthase engineering, enabling the creation of novel bioac...
Drug Discovery Artificial Intelligence Synthetic Biology Biological Products Humans
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[Design and practice of integrating artificial intelligence into the teaching of "Synthetic Biology" under the background of discipline crossing].

Sheng wu gong cheng xue bao = Chinese journal of biotechnology Sep 25, 2024
In recent years, artificial intelligence has been employed to empower synthetic biology, demonstrating great potential in the simulation and prediction of protein structures as well as the design and optimization of regulatory elements and metabolic ...
Artificial Intelligence Synthetic Biology Teaching
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Virtual Labs and Designer Bugs - Generative AI, Synthetic Biology and National Security.

Journal of law and medicine Jun 1, 2024
AI technologies can pose a major national security concern. AI programs could be used to develop chemical and biological agents which circumvent existing protective measures or medical treatments, or to design pathogens with capabilities they do not ...
Synthetic Biology Security Measures Artificial Intelligence Australia Humans
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Mechanistic Model-Driven Biodesign in Mammalian Synthetic Biology.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2024
Mathematical modeling plays a vital role in mammalian synthetic biology by providing a framework to design and optimize design circuits and engineered bioprocesses, predict their behavior, and guide experimental design. Here, we review recent models ...
Machine Learning Mammals Animals Research Design Synthetic Biology
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Explorative Synthetic Biology in AI: Criteria of Relevance and a Taxonomy for Synthetic Models of Living and Cognitive Processes.

Artificial life Aug 1, 2023
This article tackles the topic of the special issue "Biology in AI: New Frontiers in Hardware, Software and Wetware Modeling of Cognition" in two ways. It addresses the problem of the relevance of hardware, software, and wetware models for the scient...
Synthetic Biology Cognition Software Artificial Intelligence
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Synthetic Biology Meets Machine Learning.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2023
This chapter outlines the myriad applications of machine learning (ML) in synthetic biology, specifically in engineering cell and protein activity, and metabolic pathways. Though by no means comprehensive, the chapter highlights several prominent com...
Synthetic Biology Algorithms Machine Learning Metabolic Networks and Pathways
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