Innovative approaches for recovery of phytoconstituents from medicinal/aromatic plants and biotechnological production

RC Fierascu, I Fierascu, A Ortan, MI Georgiev… - Molecules, 2020 - mdpi.com
Continuously growing demand for plant derived therapeutic molecules obtained in a
sustainable and eco-friendly manner favors biotechnological production and development of …

Multiple design and modelling approaches for the optimisation of carbon felt electro-Fenton treatment of dye laden wastewater

H Khan, S Hussain, MAU Din, M Arshad, F Wahab… - Chemosphere, 2023 - Elsevier
This study utilizes artificial intelligence and statistical modelling to optimize the operating
parameters of a carbon-based electro-Fenton process for purifying model dye (RB19) …

Integration of genetic engineering and multi-factor fermentation optimization for co-production of carotenoid and DHA in Schizochytrium sp

ZX Zhang, LW Xu, YS Xu, J Li, W Ma, XM Sun… - Bioresource …, 2024 - Elsevier
Schizochytrium sp., a microalga with high lipid content, holds the potential for co-producing
docosahexaenoic acid (DHA) and carotenoids. In this study, the ability of Schizochytrium sp …

Optimization of salicylic acid and chitosan treatment for bitter secoiridoid and xanthone glycosides production in shoot cultures of Swertia paniculata using response …

P Kaur, RC Gupta, A Dey, T Malik, DK Pandey - BMC plant biology, 2020 - Springer
Background In this study, response surface methodology (RSM) and artificial neural network
(ANN) was used to construct the predicted models of linear, quadratic and interactive effects …

[HTML][HTML] An artificial neuronal network coupled with a genetic algorithm to optimise the production of unsaturated fatty acids in Parachlorella kessleri

PF Izquierdo, LC Delagado, FO Benavides - Artificial Intelligence in …, 2024 - Elsevier
In this study, an Artificial Neural Network-Genetic Algorithm (ANN-GA) approach was
successfully applied to optimise the physicochemical factors influencing the synthesis of …

Current status and perspectives of xanthones production using cultured plant biocatalyst models aided by in-silico tools for its optimization

AR Khattab, MA Farag - Critical reviews in biotechnology, 2020 - Taylor & Francis
With an increasing interest in exploring the biocatalyst potential for the production of natural
products (NP), research in NP biotechnology now follows. Xanthones constitute an important …

[HTML][HTML] Enhanced and predictive modelling of direct shoot regeneration of Evolvulus alsinoides (L.) using ANN machine learning model and genetic stability studies

CO Awere, K Rakkammal, AB Çolak, M Bayrak… - Current Plant …, 2024 - Elsevier
Several factors interact to regulate direct in vitro shoot regeneration. Optimization of de novo
direct regeneration is a primary prerequisite for the success of genetic transformation …

Prediction of In vitro organogenesis of Bacopa monnieri using artificial neural networks and regression models

P Viswanathan, JS Gosukonda, SH Sherman… - Heliyon, 2022 - cell.com
This study was conducted to determine if artificial neural networks (ANN) can be used to
accurately predict in vitro organogenesis of Bacopa monnieri compared with statistical …

Experimental and simulative studies on the implications of natural and green surfactant for extracting flavonoids

Q Cui, JZ Liu, L Yu, MZ Gao, LT Wang, W Wang… - Journal of Cleaner …, 2020 - Elsevier
In the era of green chemistry, natural and sustainable extraction solvents have become the
focus of people's attention in the process of extracting target compounds from plants. In this …

A robust soft sensor to monitor 1,3‐propanediol fermentation process by Clostridium butyricum based on artificial neural network

AH Zhang, KY Zhu, XY Zhuang, LX Liao… - Biotechnology and …, 2020 - Wiley Online Library
With the aggravation of environmental pollution and energy crisis, the sustainable microbial
fermentation process of converting glycerol to 1, 3‐propanediol (1, 3‐PDO) has become an …