Current status and future prospects in cannabinoid production through in vitro culture and synthetic biology
For centuries, cannabis has been a rich source of fibrous, pharmaceutical, and recreational
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …
[HTML][HTML] New insight into ornamental applications of cannabis: Perspectives and challenges
The characteristic growth habit, abundant green foliage, and aromatic inflorescences of
cannabis provide the plant with an ideal profile as an ornamental plant. However, due to …
cannabis provide the plant with an ideal profile as an ornamental plant. However, due to …
Machine learning (ML) algorithms and artificial neural network for optimizing in vitro germination and growth indices of industrial hemp (Cannabis sativa L.)
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 …
rates. Successful establishment of in vitro sterilization is the prerequisite of plant tissue …
[HTML][HTML] Comparative analysis of machine learning and evolutionary optimization algorithms for precision micropropagation of Cannabis sativa: Prediction and …
Micropropagation techniques offer opportunity to proliferate, maintain, and study dynamic
plant responses in highly controlled environments without confounding external influences …
plant responses in highly controlled environments without confounding external influences …
Application of artificial neural network and machine learning algorithms for modeling the in vitro regeneration of chickpea (Cicer arietinum L.)
In vitro whole plant regeneration protocol of desi chickpea was established followed by
generating the model prediction using different machine learning algorithms. Surface …
generating the model prediction using different machine learning algorithms. Surface …
[HTML][HTML] In vitro plant tissue culture as the fifth generation of bioenergy
Developing and applying a novel and sustainable energy crop is essential to reach an
efficient and economically feasible technology for bioenergy production. In this study, plant …
efficient and economically feasible technology for bioenergy production. In this study, plant …
[HTML][HTML] Machine learning-mediated development and optimization of disinfection protocol and scarification method for improved in vitro germination of cannabis …
In vitro seed germination is a useful tool for developing a variety of biotechnologies, but
cannabis has presented some challenges in uniformity and germination time, presumably …
cannabis has presented some challenges in uniformity and germination time, presumably …
Prediction of sugar beet yield and quality parameters with varying nitrogen fertilization using ensemble decision trees and artificial neural networks
Nitrogen fertilization has a crucial role in sugar beet production, especially concerning root
yield and quality. This study employed a machine learning approach to predict root yield and …
yield and quality. This study employed a machine learning approach to predict root yield and …
Toward sustainable culture media: Using artificial intelligence to optimize reduced-serum formulations for cultivated meat
When considering options for future foods, cell culture approaches are at the fore, however,
culture media to support the process has been identified as a significant contributor to the …
culture media to support the process has been identified as a significant contributor to the …
[HTML][HTML] Application of artificial neural networks and genetic algorithm to predict and optimize greenhouse banana fruit yield through nitrogen, potassium and …
MR Ramezanpour, M Farajpour - Plos one, 2022 - journals.plos.org
The excess of the chemical fertilizers not only causes the environmental pollution but also
has many deteriorating effects including global warming and alteration of soil microbial …
has many deteriorating effects including global warming and alteration of soil microbial …