Machine learning (ML) algorithms and artificial neural network for optimizing in vitro germination and growth indices of industrial hemp (Cannabis sativa L.)

M Aasim, R Katırcı, O Akgur, B Yildirim… - Industrial Crops and …, 2022 - Elsevier
In vitro germination of hemp is challenging due to low germination and high contamination
rates. Successful establishment of in vitro sterilization is the prerequisite of plant tissue …

In vitro propagation, phytochemistry and pharmacology of Basilicum polystachyon (L.) Moench (Lamiaceae): A short review

S Das, KW Sultana, I Chandra - South African Journal of Botany, 2023 - Elsevier
Abstract Basilicum polystachyon (L.) Moench, commonly known as musk basil and is a
perennial herbaceous plant in the Lamiaceae family. This plant is used in Asia and Africa as …

Optimisation of culture conditions for gesho (Rhamnus prinoides.L) callus differentiation using Artificial Neural Network-Genetic Algorithm (ANN-GA) Techniques

M Dejene, H Palanivel, H Senthamarai… - Applied Biological …, 2023 - Springer
Gesho (Rhamnus prinoides) is a medicinal plant with antioxidant and anti-inflammatory
activities commonly used in the ethnomedicinal systems of Africa. Using a three-layer neural …

In Vitro Propagation of Pink Lapacho: Response Surface Methodology and Factorial Analysis for Optimisation of Medium Components

EE Larraburu, NM Apóstolo… - International Journal of …, 2012 - Wiley Online Library
Handroanthus impetiginosus, pink lapacho, is a timber, ornamental, and medicinal tree.
Experiments on the in vitro propagation of H. impetiginosus were conducted using nodal …

In vitro micropropagation of Basilicum polystachyon (L.) Moench and identification of endogenous auxin through HPLC

S Das, KW Sultana, I Chandra - Plant Cell, Tissue and Organ Culture …, 2020 - Springer
An efficient plant regeneration protocol was developed for Basilicum polystachyon (L.)
Moench using shoot tip from in vitro germinated plant. Both shoot multiplication and root …

Adventitious rhizogenesis in Basilicum polystachyon (L.) Moench callus and HPLC analysis of phenolic acids

S Das, KW Sultana, I Chandra - Acta Physiologiae Plantarum, 2021 - Springer
Key message This is the successful report of adventitious rhizogenesis from leaf segment of
in vitro grown Basilicum polystachyon (L.) Moench in MS medium supplemented with NAA …

Response surface methodology and artificial intelligence modeling for in vitro regeneration of Brazilian micro sword (Lilaeopsis brasiliensis)

SA Ali, M Aasim - Plant Cell, Tissue and Organ Culture (PCTOC), 2024 - Springer
In this study, response surface methodology (RSM) was used to optimize in vitro
regeneration of the Brazilian micro sword (Lilaeopsis brasiliensis) aquatic plant, followed by …

Improvement of callus production and shoot regeneration using various organs of soybean (Glycine max L. Merr) by response surface methodology

Z Abbasi, S Hooshyar, MB Bagherieh-Najjar - In Vitro Cellular & …, 2016 - Springer
Abstract Soybean (Glycine max L. Merr) is a commercially important crop that is sensitive to
most abiotic stresses. Successful genetic transformation that has been widely used for yield …

Separation of Ethyl Acetate‐Dichloromethane‐Ethanol by Extractive Distillation: Simulation and Optimization

H Wang, X Cui, C Li, J Fang - Chemical Engineering & …, 2013 - Wiley Online Library
Chemical process simulation software is adopted to simulate the separation of ethyl acetate‐
dichloromethane‐ethanol and water with the aim to use water as the extraction solvent and …

[HTML][HTML] Optimization of Selected Minerals and a Cytokinin for In Vitro Propagation of Little-Leaf Mockorange (Philadelphus microphyllus A. Gray) Using Response …

R Khajehyar, R Tripepi, WJ Price, S Love - Plants, 2024 - mdpi.com
Optimizing concentrations of minerals and phytohormones is essential when culturing a new
plant species. The objective of this study was to use Response Surface Methodology (RSM) …