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Machine learning assisted technoeconomic assessment of microalgal biofuel production pathways.

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Title: Machine learning assisted technoeconomic assessment of microalgal biofuel production pathways.
Authors: Singh R; Department of Physics, Institute of Applied Sciences and Humanities, GLA University, Mathura, Uttar Pradesh, 281406, India., Abbaszadeh M; W Booth School of Engineering Practice and Technology, McMaster University, Hamilton, ON, Canada. moha.abaszadeh@gmail.com., Punna SK; Department of Materials Science and Engineering, University of Houston, Houston, TX, 77004, USA., Pusuluru S; Department of Engineering Data Science, University of Houston, Houston, TX, 77004, USA., Samuel MS; Department of Materials Science and Engineering, University of Wisconsin Milwaukee, Milwaukee, WI, 53211, USA. melvinsamuel08@gmail.com.; Department of Bioengineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical, Chennai, Tamil Nadu, 602105, India. melvinsamuel08@gmail.com., Ethiraj S; Department of Genetic Engineering, College of Engineering and Technology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India., Almukhlifi HA; Department of Chemistry, Faculty of Science, University of Tabuk, Tabuk, 71491, Kingdom of Saudi Arabia., Khan FR; Department of Clinical Laboratory Science, College of Applied Medical Sciences, Shaqra University, Al-Quwayihah, Riyadh, 11971, Kingdom of Saudi Arabia., Hazazi A; Department of Pathology and Laboratory Medicine, Security Forces Hospital Program, Riyadh, 11481, Kingdom of Saudi Arabia.; College of Medicine, Alfaisal University, Riyadh, 11533, Kingdom of Saudi Arabia., Menaa F; Department of Biomedical and Environmental Engineering (BEE), California Innovations Corporation (CIC), San Diego, CA, 92037, USA.
Source: Bioprocess and biosystems engineering [Bioprocess Biosyst Eng] 2026 Jun; Vol. 49 (6), pp. 1447-1470. Date of Electronic Publication: 2026 May 20.
Publication Type: Journal Article; Review
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101088505 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1615-7605 (Electronic) Linking ISSN: 16157591 NLM ISO Abbreviation: Bioprocess Biosyst Eng Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning assisted technoeconomic assessment of microalgal biofuel production pathways.
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  Data: <searchLink fieldCode="AU" term="%22Singh+R%22">Singh R</searchLink>; Department of Physics, Institute of Applied Sciences and Humanities, GLA University, Mathura, Uttar Pradesh, 281406, India.<br /><searchLink fieldCode="AU" term="%22Abbaszadeh+M%22">Abbaszadeh M</searchLink>; W Booth School of Engineering Practice and Technology, McMaster University, Hamilton, ON, Canada. moha.abaszadeh@gmail.com.<br /><searchLink fieldCode="AU" term="%22Punna+SK%22">Punna SK</searchLink>; Department of Materials Science and Engineering, University of Houston, Houston, TX, 77004, USA.<br /><searchLink fieldCode="AU" term="%22Pusuluru+S%22">Pusuluru S</searchLink>; Department of Engineering Data Science, University of Houston, Houston, TX, 77004, USA.<br /><searchLink fieldCode="AU" term="%22Samuel+MS%22">Samuel MS</searchLink>; Department of Materials Science and Engineering, University of Wisconsin Milwaukee, Milwaukee, WI, 53211, USA. melvinsamuel08@gmail.com.; Department of Bioengineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical, Chennai, Tamil Nadu, 602105, India. melvinsamuel08@gmail.com.<br /><searchLink fieldCode="AU" term="%22Ethiraj+S%22">Ethiraj S</searchLink>; Department of Genetic Engineering, College of Engineering and Technology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.<br /><searchLink fieldCode="AU" term="%22Almukhlifi+HA%22">Almukhlifi HA</searchLink>; Department of Chemistry, Faculty of Science, University of Tabuk, Tabuk, 71491, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Khan+FR%22">Khan FR</searchLink>; Department of Clinical Laboratory Science, College of Applied Medical Sciences, Shaqra University, Al-Quwayihah, Riyadh, 11971, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Hazazi+A%22">Hazazi A</searchLink>; Department of Pathology and Laboratory Medicine, Security Forces Hospital Program, Riyadh, 11481, Kingdom of Saudi Arabia.; College of Medicine, Alfaisal University, Riyadh, 11533, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Menaa+F%22">Menaa F</searchLink>; Department of Biomedical and Environmental Engineering (BEE), California Innovations Corporation (CIC), San Diego, CA, 92037, USA.
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  Data: <searchLink fieldCode="JN" term="%22101088505%22">Bioprocess and biosystems engineering</searchLink> [Bioprocess Biosyst Eng] 2026 Jun; Vol. 49 (6), pp. 1447-1470. <i>Date of Electronic Publication: </i>2026 May 20.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag%22">Springer-Verlag </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>101088505 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1615-7605 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216157591%22">16157591 </searchLink><i>NLM ISO Abbreviation: </i>Bioprocess Biosyst Eng <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42159683
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        Value: 10.1007/s00449-026-03340-8
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        Text: English
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              Text: 2026 Jun
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