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Preparative Biochemistry & Biotechnology Volume 50, 2020 - Issue 10
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Articles

Optimization of process parameters for improved chitinase activity from Thermomyces sp. by using artificial neural network and genetic algorithm

Nisha SuryawanshiDepartment of Biotechnology, National Institute of Technology Raipur, Raipur, IndiaORCID Iconhttp://orcid.org/0000-0002-1372-1494View further author information
ORCID Icon,
Jyoti SahuDepartment of Biotechnology, National Institute of Technology Raipur, Raipur, IndiaView further author information
,
Yash ModaDepartment of Biotechnology, National Institute of Technology Raipur, Raipur, IndiaView further author information
&
J. Satya EswariDepartment of Biotechnology, National Institute of Technology Raipur, Raipur, IndiaCorrespondence[email protected] [email protected]
ORCID Iconhttp://orcid.org/0000-0002-1754-961XView further author information
ORCID Icon
Pages 1031-1041 | Published online: 25 Jul 2020

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Aditya Lawerence Toppo, Swasti Dhagat & Satya Eswari Jujjavarapu. (2023) Comparative study of response surface methodology and artificial neural network for optimization of process parameters for synthesis of gold nanoparticles by Desmostachya bipinnata extract. Preparative Biochemistry & Biotechnology 53:2, pages 195-206.
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Dong Zhang, Yingling Bao, Zhi Ma, Jiawei Zhou, Hanchi Chen, Yuele Lu, Linjiang Zhu & Xiaolong Chen. (2023) Optimization of fermentation medium and conditions for enhancing valinomycin production by Streptomyces sp. ZJUT-IFE-354. Preparative Biochemistry & Biotechnology 53:2, pages 157-166.
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Nisha Suryawanshi & J. Satya Eswari. (2022) Purification and characterization of chitinase produced by thermophilic fungi Thermomyces lanuginosus. Preparative Biochemistry & Biotechnology 52:9, pages 1087-1095.
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Articles from other publishers (11)

Junshi Wang, Zhaohui Wang, Wenxia Xu, Zun Du & Hongxia Wang. (2023) Multi-objective optimization of forging surface structure parameters of radial forging die with cycloidal. The International Journal of Advanced Manufacturing Technology 129:11-12, pages 5709-5727.
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Archana G. Revankar, Zabin K. Bagewadi, Neha P. Bochageri, T.M. Yunus Khan & Shaik Mohamed Shamsudeen. (2023) Response surface methodology based optimization of keratinase from Bacillus velezensis strain ZBE1 and nanoparticle synthesis, biological and molecular characterization. Saudi Journal of Biological Sciences 30:10, pages 103787.
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Sangeeta Negi, Farhan Anjum, Sunil Khare & Satyapriy. (2023) Biotransformation of grease waste into fatty acid by Penicillium chrysogenum SNP5 through media engineering and artificial neural network. Environmental Science and Pollution Research 30:14, pages 39653-39665.
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Mini K. Paul, Umesh B.T & Jyothis Mathew. (2022) Recent Advances and Technologies in Chitinase Production Under Solid-State Fermentation. Biosciences Biotechnology Research Asia 19:4, pages 815-825.
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Satyapriy Das & Sangeeta Negi. (2022) Enhanced production of alkane hydroxylase from Penicillium chrysogenum SNP5 (MTCC13144) through feed-forward neural network and genetic algorithm. AMB Express 12:1.
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Nisha Suryawanshi, Ayothiraman Seenivasan & Satya Eswari Jujjawarapu. (2022) New Insights of Carbon Catabolite Repression and Kinetics Modeling for the Growth of Thermomyces lanuginosus . Chemical Engineering & Technology 45:11, pages 1926-1933.
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Atim Asitok, Maurice Ekpenyong, Iquo Takon, Sylvester Antai, Nkpa Ogarekpe, Richard Antigha, Philomena Edet, Ubong Ben, Anthony Akpan, Agnes Antai & Joseph Essien. (2022) Overproduction of a thermo-stable halo-alkaline protease on agro-waste-based optimized medium through alternate combinatorial random mutagenesis of Stenotrophomonas acidaminiphila. Biotechnology Reports 35, pages e00746.
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Anjali Singhal, Neeta Kumari, Pooja Ghosh, Yashwant Singh, Shruti Garg, Maulin P. Shah, Pawan Kumar Jha & D.K. Chauhan. (2022) Optimizing cellulase production from Aspergillus flavus using response surface methodology and machine learning models. Environmental Technology & Innovation 27, pages 102805.
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Asim Iftikhar, Muhammad Alam, Rizwan Ahmed, Shahrulniza Musa & Mazliham Mohd Su’ud. (2021) Risk Prediction by Using Artificial Neural Network in Global Software Development. Computational Intelligence and Neuroscience 2021, pages 1-25.
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Swasti Dhagat & Satya Eswari Jujjavarapu. (2021) Green synthesis of bioemulsifier and exopolysaccharides by Brevibacillus borstelensis and process parameters optimization using response surface model, genetic algorithm and NSGA. Journal of Environmental Management 291, pages 112667.
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Swasti Dhagat & Satya Eswari Jujjavarapu. (2021) Simulated annealing and artificial neural network as optimization tools to enhance yields of bioemulsifier and exopolysaccharides by thermophilic Brevibacillus borstelensis. Journal of Environmental Chemical Engineering 9:4, pages 105499.
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