Challenges in developing cell culture media using machine learning

T Hashizume, BW Ying - Biotechnology Advances, 2024 - Elsevier
Microbial and mammalian cells are widely used in the food, pharmaceutical, and medical
industries. Developing or optimizing culture media is essential to improve cell culture …

Response surface method for polyhydroxybutyrate (PHB) bioplastic accumulation in Bacillus drentensis BP17 using pineapple peel

W Penkhrue, D Jendrossek, C Khanongnuch… - PloS one, 2020 - journals.plos.org
Polyhydroxybutyrate (PHB) is a biodegradable biopolymer which is useful for various
applications including packing, medical and coating materials. An endospore-forming …

[HTML][HTML] Artificial neural network and response surface methodology modeling in mass transfer parameters predictions during osmotic dehydration of Carica papaya L.

JP Maran, V Sivakumar… - Alexandria Engineering …, 2013 - Elsevier
In this study, a comparative approach was made between artificial neural network (ANN)
and response surface methodology (RSM) to predict the mass transfer parameters of …

Decolorization of crystal violet from aqueous solutions by a novel adsorbent chitosan/nanodiopside using response surface methodology and artificial neural network …

SG Nasab, A Semnani, A Teimouri, MJ Yazd… - International journal of …, 2019 - Elsevier
A novel adsorbent of chitosan/nanodiopside nanocomposite (CS-NDIO) was synthesized as
a green composite for the removal of crystal violet (CV) and characterized by techniques like …

Artificial neural network-genetic algorithm based optimization for the adsorption of methylene blue and brilliant green from aqueous solution by graphite oxide …

M Ghaedi, N Zeinali, AM Ghaedi, M Teimuori… - … Acta Part A: Molecular …, 2014 - Elsevier
In this study, graphite oxide (GO) nano according to Hummers method was synthesized and
subsequently was used for the removal of methylene blue (MB) and brilliant green (BG). The …

[HTML][HTML] Production and characterization of poly (3-hydroxybutyrate) generated by Alcaligenes latus using lactose and whey after acid protein precipitation process

KH Berwig, C Baldasso, A Dettmer - Bioresource technology, 2016 - Elsevier
Whey after acid protein precipitation was used as substrate for PHB production in orbital
shaker using Alcaligenes latus. Statistical analysis determined the most appropriate …

A step towards enhancing the efficiency of biofilm mediated degradation of brilliant green dye in packed bed bioreactor: Statistical and toxicity analysis

P Tripathi, S Tiwari, RK Sonwani, RS Singh - Process Safety and …, 2023 - Elsevier
This study aims to investigate the biodegradation of brilliant green (BG) dye in a packed bed
bioreactor (PBBR) using Bacillus lichenifomis immobilized polyurethane (PU) foam as …

Mathematical modelling as a tool for optimized PHA production

M Novak, M Koller, M Braunegg… - Chemical and Biochemical …, 2015 - hrcak.srce.hr
Mathematical Modelling as a Tool for Optimized PHA Production Page 1 M. NOVAK et al.,
Mathematical Modelling as a Tool for Optimized PHA Production, Chem. Biochem. Eng. Q., 29 …

Application of PSO-artificial neural network and response surface methodology for removal of methylene blue using silver nanoparticles from water samples

M Khajeh, M Kaykhaii, A Sharafi - Journal of Industrial and Engineering …, 2013 - Elsevier
In this study, a simple and fast method for preconcentration and determination of trace
amount of methylene blue (MB) from water samples was developed by silver nanoparticles …

Artificial neural network optimization for removal of hazardous dye Eosin Y from aqueous solution using Co2O3-NP-AC: Isotherm and kinetics study

P Assefi, M Ghaedi, A Ansari, MH Habibi… - Journal of Industrial and …, 2014 - Elsevier
The present research is focused on the synthesis and characterization of cobalt (III) oxide
(Co 2 O 3) nanoparticle loaded on activated carbon to prepare an outstanding sorbent for …