Challenges in developing cell culture media using machine learning

T Hashizume, BW Ying - Biotechnology Advances, 2024 - Elsevier
Microbial and mammalian cells are widely used in the food, pharmaceutical, and medical
industries. Developing or optimizing culture media is essential to improve cell culture …

A comprehensive review on RSM-coupled optimization techniques and its applications

A Susaimanickam, P Manickam, AA Joseph - Archives of Computational …, 2023 - Springer
This review article provides a comprehensive analysis of the optimization techniques used
in a wide range of engineering applications. The comparison of various approaches such as …

Optimization of substrate composition for pectinase production from Satkara (Citrus macroptera) peel using Aspergillus niger-ATCC 1640 in solid-state fermentation

T Ahmed, MR Rana, W Zzaman, R Ara, MG Aziz - Heliyon, 2021 - cell.com
Pectinase is an enzyme having a broad industrial and commercial application. However,
higher production costs may be the major constraint for the wide-scale application of …

Cleavage of macromolecule (protein/polysaccharide)-phenolic bond in soybean cell wall through Lactobacillus casei and Lactobacillus helviticus mixed culture solid …

NDK Akpabli-Tsigbe, J Osabutey, BK Mintah… - Food Bioscience, 2023 - Elsevier
Out of the available dietary sources use for chlorogenic acid extraction, soybean is new and
cheap that could offer cost-effective chlorogenic acid production under solid-state …

Exopolysaccharide production from Alkalibacillus sp. w3: statistical optimization and biological activity

MA Arayes, MEM Mabrouk, SA Sabry, B Abdella - Biologia, 2023 - Springer
Microbial exopolysaccharides (EPS) provide a broad range of applications. Thus, there is an
increasing interest in the production, characterization, and use of EPS derived from various …

Discrete element modeling and physical experiment research on the biomechanical properties of cotton stalk

W Zhao, M Chen, J Xie, S Cao, A Wu, Z Wang - Computers and Electronics …, 2023 - Elsevier
The biomechanical properties of cotton stalk (CS) play an important role in the development
of uprooting, crushing, and processing machinery, as well as in the comprehensive …

An insight-A statistical investigation of consolidated bioprocessing of Allium ascalonicum leaves to ethanol using Hangateiclostridium thermocellum KSMK1203 and …

S Kavitha, T Gajendran, K Saranya, P Selvakumar… - Renewable Energy, 2022 - Elsevier
Bioethanol can be produced by cellulolytic and ethanogenic bacterial species could
efficiently degrade lignocelluloses and have potential for biofuels production through …

Statistical approach to potentially enhance the postbiotication of gluten-free sourdough

B Păcularu-Burada, M Turturică, JM Rocha… - Applied Sciences, 2021 - mdpi.com
Featured Application This optimized gluten-free sourdough is suitable for utilization as a
functional ingredient in gluten-free bakery recipes. The sourdough's production following a …

[HTML][HTML] Optimization of heterologous production of Bacillus ligniniphilus L1 laccase in Escherichia coli through statistical design of experiments

I Mutanda, S Sethupathy, Q Xu, B Zhu, SWA Shah… - Microbiological …, 2023 - Elsevier
Laccases are powerful multi-copper oxidoreductases that have wide applicability as “green”
biocatalysts in biotechnological, bioremediation, and industrial applications. Sustainable …

Characterization, production optimization, and fructanogenic traits of levan in a new Microbacterium isolate

L Xu, D Wu, H Xu, Z Zhao, Q Chen, H Li, Z Wei… - International Journal of …, 2023 - Elsevier
Levan is a high-valued β-(2, 6)-linked fructan with promising physicochemical and
physiological properties and has diverse potential applications in the food, nutraceutical …