Big data and machine learning driven bioprocessing–recent trends and critical analysis

CT Yang, E Kristiani, YK Leong, JS Chang - Bioresource technology, 2023 - Elsevier
Given the potential of machine learning algorithms in revolutionizing the bioengineering
field, this paper examined and summarized the literature related to artificial intelligence (AI) …

Fungal strain improvement for efficient cellulase production and lignocellulosic biorefinery: Current status and future prospects

J Yang, HR Yue, LY Pan, JX Feng, S Zhao… - Bioresource …, 2023 - Elsevier
Lignocellulosic biomass (LCB) has been recognized as a valuable carbon source for the
sustainable production of biofuels and value-added biochemicals. Crude enzymes …

Natural melanin: current trends, and future approaches, with especial reference to microbial source

NEA El-Naggar, WEIA Saber - Polymers, 2022 - mdpi.com
Melanin is a universal natural dark polymeric pigment, arising in microorganisms, animals,
and plants. There is a couple of pieces of literature on melanin, each focusing on a different …

A comparative study using response surface methodology and artificial neural network towards optimized production of melanin by Aureobasidium pullulans AKW

WEIA Saber, AA Ghoniem, FO Al-Otibi, MS El-Hersh… - Scientific Reports, 2023 - nature.com
The effect of three independent variables (ie, tyrosine, sucrose, and incubation time) on
melanin production by Aureobasidium pullulans AKW was unraveled by two distinctive …

Artificial neural networks in valorization process modeling of lignocellulosic biomass

D Pradhan, S Jaiswal… - Biofuels, Bioproducts and …, 2022 - Wiley Online Library
Value‐added products such as biofuels, chemicals, enzymes, and many others can be
prepared from lignocellulosic biomass (LCB). To achieve high yields of these value‐added …

Domiciliation of Trichoderma asperellum Suppresses Globiosporangium ultimum and Promotes Pea Growth, Ultrastructure, and Metabolic Features

Z Moussa, YF Alanazi, AM Khateb, NM Eldadamony… - Microorganisms, 2023 - mdpi.com
The beneficial microorganisms represent a new and hopeful solution for a sustainable
environment and development. In this investigation, Trichoderma asperellum ZNW, isolated …

Biotechnological conversion of yam peels for enhanced citric acid production: data-driven machine learning modeling and global sensitivity analysis of the impact of …

AN Amenaghawon, BO Omoruyi, I Kenneth… - Industrial Crops and …, 2023 - Elsevier
Valorization of bioresources is now an important route for producing many useful industrial
and domestic products. In particular, the derivation of fermentation products from waste …

Innovative Artificial-Intelligence- Based Approach for the Biodegradation of Feather Keratin by Bacillus paramycoides, and Cytotoxicity of the Resulting Amino Acids

Z Moussa, DB Darwish, SS Alrdahe… - Frontiers in …, 2021 - frontiersin.org
The current study reported a new keratinolytic bacterium, which was characterized as
Bacillus paramycoides and identified by 16S rRNA, and the sequence was then deposited in …

Integrating artificial neural networks and response surface methodology for predictive modeling and mechanistic insights into the detoxification of hazardous MB and …

S Kumari, J Chowdhry, P Sharma, S Agarwal, MC Garg - Chemosphere, 2023 - Elsevier
The presence of dye pollutants in industrial wastewater poses significant environmental and
health risks, necessitating effective treatment methods. The optimal adsorption treatment of …

Application of artificial neural networks for enhancing Aspergillus flavipes lipase synthesis for green biodiesel production

MM El-Metwally, GM Abdel-Fattah, FO Al-Otibi… - Heliyon, 2023 - cell.com
Biodiesel is a sustainable, and renewable alternative to fossil fuels that can be produced
from various biological sources with the aid of lipases. This study developed a simple and …