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Cellulosic biomass fermentation for biofuel production: Review of artificial intelligence approaches
Scarcity in fossil fuel reserves and their environmental impacts has forced the world towards
the production of clean and environment-friendly fuels called biofuels. This review focuses …
the production of clean and environment-friendly fuels called biofuels. This review focuses …
Metabolic engineering of microorganisms to produce pyruvate and derived compounds
Q Luo, N Ding, Y Liu, H Zhang, Y Fang, L Yin - Molecules, 2023 - mdpi.com
Pyruvate is a hub of various endogenous metabolic pathways, including glycolysis, TCA
cycle, amino acid, and fatty acid biosynthesis. It has also been used as a precursor for …
cycle, amino acid, and fatty acid biosynthesis. It has also been used as a precursor for …
Generative artificial intelligence GPT-4 accelerates knowledge mining and machine learning for synthetic biology
Knowledge mining from synthetic biology journal articles for machine learning (ML)
applications is a labor-intensive process. The development of natural language processing …
applications is a labor-intensive process. The development of natural language processing …
A deep learning-aided multi-objective optimization of a downstream process for production of monoclonal antibody products
Monoclonal antibodies (mAbs) have emerged as the dominant class of therapeutic moieties
due to their superior therapeutic potential and safety profile. Downstream processing plays a …
due to their superior therapeutic potential and safety profile. Downstream processing plays a …
Detecting heterogeneity parameters and hybrid models for precision farming
Precision farming (PF) plays a crucial role in the field of agriculture to solve the challenges of
food shortages in society. Heterogeneity, multicollinearity, and outliers are problems in PF …
food shortages in society. Heterogeneity, multicollinearity, and outliers are problems in PF …
Application of the novel manta-ray foraging algorithm to optimize acidic peptidase production in solid-state fermentation using binary agro-industrial waste
Peptidases, which constitute about 20% of the global enzyme market, have found
applications in detergent, food and pharmaceutical industries, and could be produced on a …
applications in detergent, food and pharmaceutical industries, and could be produced on a …
Towards AI-designed genomes using a variational autoencoder
Genomes encode elaborate networks of genes whose products must seamlessly interact to
support living organisms. Humans' capacity to understand these biological systems is limited …
support living organisms. Humans' capacity to understand these biological systems is limited …
Attention-based LSTM Block Model Framework based on static and dynamic variables for modeling fuel ethanol fermentation process
Y Sun, Y Dong, X Yan - Biochemical Engineering Journal, 2023 - Elsevier
In the industrial fuel ethanol process, the initial feed conditions, which are static variables,
and each control operation, which is dynamic variable and is changing during the producing …
and each control operation, which is dynamic variable and is changing during the producing …
Exploring the Impact of Environmental Factors on Fermentation Trends: A Google Trends Analysis from 2020 to 2024
JOO Won, EA CHEON - Journal of Wellbeing Management and …, 2024 - koreascience.kr
Purpose: This study analyzes factors influencing public interest in fermentation using Google
search trends. Specifically, it examines how key elements such as oxygen, temperature …
search trends. Specifically, it examines how key elements such as oxygen, temperature …