Big data and machine learning driven bioprocessing–recent trends and critical analysis
Given the potential of machine learning algorithms in revolutionizing the bioengineering
field, this paper examined and summarized the literature related to artificial intelligence (AI) …
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 …
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 …
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 …
melanin production by Aureobasidium pullulans AKW was unraveled by two distinctive …
Artificial neural networks in valorization process modeling of lignocellulosic biomass
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 …
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
The beneficial microorganisms represent a new and hopeful solution for a sustainable
environment and development. In this investigation, Trichoderma asperellum ZNW, isolated …
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 …
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 …
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 …
The presence of dye pollutants in industrial wastewater poses significant environmental and
health risks, necessitating effective treatment methods. The optimal adsorption treatment of …
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 …
from various biological sources with the aid of lipases. This study developed a simple and …