Artificial neural networks based optimization techniques: A review

MGM Abdolrasol, SMS Hussain, TS Ustun, MR Sarker… - Electronics, 2021 - mdpi.com
In the last few years, intensive research has been done to enhance artificial intelligence (AI)
using optimization techniques. In this paper, we present an extensive review of artificial …

Biological activities, therapeutic potential, and pharmacological aspects of blackcurrants (Ribes nigrum L): A comprehensive review

A Ejaz, S Waliat, M Afzaal, F Saeed… - Food Science & …, 2023 - Wiley Online Library
Blackcurrant possesses various health‐endorsing attributes owing to its polyphenol profile.
Recent studies have demonstrated its therapeutic potential against various health disorders …

Machine Learning‐Aided Design of Highly Conductive Anion Exchange Membranes for Fuel Cells and Water Electrolyzers

Q Zhang, Y Yuan, J Zhang, P Fang, J Pan… - Advanced …, 2024 - Wiley Online Library
Alkaline anion exchange membrane (AEM)‐based fuel cells (AEMFCs) and water
electrolyzers (AEMWEs) are vital for enabling the efficient and large‐scale utilization of …

[HTML][HTML] A comparison study between ultrasound–assisted and enzyme–assisted extraction of anthocyanins from blackcurrant (Ribes nigrum L.)

MJA González, C Carrera, GF Barbero, M Palma - Food Chemistry: X, 2022 - Elsevier
Blackcurrant (Ribes nigrum L.) is a fruit rich in vitamins, fatty acids, minerals, essential oils
and phenolic compounds, including anthocyanins. In the present work, two anthocyanin …

Natural deep eutectic solvents for the extraction of lentinan from shiitake mushroom: COSMO-RS screening and ANN-GA optimizing conditions

D Wang, M Zhang, CL Law, L Zhang - Food Chemistry, 2024 - Elsevier
Using natural deep eutectic solvents (NDES) for green extraction of lentinan from shiitake
mushroom is a high-efficiency method. However, empirical and trial-and-error methods …

Modeling and optimization of capsaicin extraction from Capsicum annuum L. using response surface methodology (RSM), artificial neural network (ANN), and …

N Gammoudi, M Mabrouk, T Bouhemda… - Industrial Crops and …, 2021 - Elsevier
The heartening applications of capsaicin (CAP) in agro–food, cosmetic, and pharmaceutical
sectors impose their strengthening by an appropriate extraction protocol. Herein, response …

Genetic algorithms to automate the design of metasurfaces for absorption bandwidth broadening

J Zhang, G Wang, T Wang, F Li - ACS Applied Materials & …, 2021 - ACS Publications
In this paper, we present a method to automate the design of an efficient metasurface, which
widens the bandwidth of the substrate. This strategy maximizes the potential of the substrate …

Optimization of accelerated solvent extraction of ellagitannins in black raspberry seeds using artificial neural network coupled with genetic algorithm

GE Lee, RH Kim, T Lim, J Kim, S Kim, HG Kim… - Food Chemistry, 2022 - Elsevier
This study aimed to identify ellagitannins in black raspberry seeds (BRS) and to optimize
accelerated solvent extraction of ellagitannins using an artificial neural network (ANN) …

Chemical composition and bioactive compounds of cashew (Anacardium occidentale) apple juice and bagasse from Colombian varieties

LJC Reina, DD Durán-Aranguren, LF Forero-Rojas… - Heliyon, 2022 - cell.com
Cashew nut production generates large amounts of cashew apple as residue. In Colombia,
cashew cultivation is increasing together with the concerns on residue management. The …

A green ultrasound-assisted enzymatic extraction method for efficient extraction of total polyphenols from Empetrum nigrum and determination of its bioactivities

Y Gao, Y Shi, N Miao, W Xing, C Yun, S Wang… - Journal of Industrial and …, 2022 - Elsevier
In this study, a green and efficient ultrasound-assisted enzymatic extraction (UAEE) method
was established for total polyphenols (TPP) extraction from E. nigrum aerial parts. Fractional …