Optimization of diosgenin extraction from Dioscorea deltoidea tubers using response surface methodology and artificial neural network modelling

• Romaan Nazir ,

  Contributed equally to this work with: Romaan Nazir, Devendra Kumar Pandey

  Roles Data curation, Formal analysis, Methodology, Resources, Writing – original draft

  Affiliation Department of Biotechnology, Lovely Faculty of Technology and Sciences, Lovely Professional University, Phagwara, Punjab, India

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• Devendra Kumar Pandey ,

  Contributed equally to this work with: Romaan Nazir, Devendra Kumar Pandey

  Roles Conceptualization, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Biotechnology, Lovely Faculty of Technology and Sciences, Lovely Professional University, Phagwara, Punjab, India

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• Babita Pandey,

  Roles Data curation, Software, Writing – original draft

  Affiliation Department of Computer Science and Information Technology, Babasaheb Bhimrao Ambedkar University, Lucknow, Uttar Pradesh, India

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• Vijay Kumar,

  Roles Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Biotechnology, Lovely Faculty of Technology and Sciences, Lovely Professional University, Phagwara, Punjab, India

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• Padmanabh Dwivedi,

  Roles Conceptualization, Formal analysis, Methodology, Resources, Writing – original draft

  Affiliation Department of Plant Physiology, Banaras Hindu University, Varanasi, Uttar Pradesh, India

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• Aditya Khampariya,

  Roles Conceptualization, Data curation, Software, Validation

  Affiliation School of Computer Science and Engineering, Lovely Professional University, Phagwara, Punjab, India

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• Abhijit Dey ,

  Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Software, Writing – review & editing

  * E-mail: malikitrc@gmail.com (TM); abhijit.dbs@presiuniv.ac.in (AD)

  Affiliation Department of Life Sciences, Presidency University, Kolkata, India

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• Tabarak Malik

  Roles Methodology, Project administration, Resources, Supervision, Writing – original draft

  * E-mail: malikitrc@gmail.com (TM); abhijit.dbs@presiuniv.ac.in (AD)

  Affiliation Department of Biochemistry, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia

  https://orcid.org/0000-0002-8332-7927

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