AIMC Topic: Chitin

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Artificial neural network-based fungal chitin production for submicron-chitosan synthesis: effects on bioremediation for heavy metal pollution.

International journal of biological macromolecules Jun 1, 2025
This study focused on optimizing fungal chitin (CT) production from a newly identified Fusarium incarnatum (GenBank: OL314753) for subsequent synthesis of submicron chitosan (sm-CS) tailored for enhanced heavy metal removal. Initial attempts to optim...
Neural Networks, Computer Adsorption Chitosan Biodegradation, Environmental Fusarium Metals, Heavy Chitin
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Machine learning reveals novel compound for the improved production of chitooligosaccharides in Escherichia coli.

New biotechnology May 25, 2025
In order to improve predictability of outcome and reduce costly rounds of trial-and-error, machine learning models have been of increasing importance in the field of synthetic biology. Besides applications in predicting genome annotation, process par...
Machine Learning Escherichia coli Chitosan Oligosaccharides Metabolic Engineering Chitin
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Exploring the purity of chitin from crustacean sources using deep eutectic solvents: A machine learning approach.

Journal of applied biomaterials & functional materials Jan 1, 2024
OBJECTIVE: Chitin a natural polymer is abundant in several sources such as shells of crustaceans, mollusks, insects, and fungi. Several possible attempts have been made to recover chitin because of its importance in biomedical applications in various...
Machine Learning Animals Crustacea Deep Eutectic Solvents Animal Shells Chitin
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