Machine learning predicts and optimizes hydrothermal liquefaction of biomass
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Title
Machine learning predicts and optimizes hydrothermal liquefaction of biomass
Authors
Keywords
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Journal
CHEMICAL ENGINEERING JOURNAL
Volume 445, Issue -, Pages 136579
Publisher
Elsevier BV
Online
2022-04-26
DOI
10.1016/j.cej.2022.136579
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- (2022) Dohee Kwon et al. CHEMICAL ENGINEERING JOURNAL
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- (2021) Mortaza Aghbashlo et al. RENEWABLE ENERGY
- A hybrid data-driven and mechanistic modelling approach for hydrothermal gasification
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- (2021) Jechan Lee et al. Journal of Cleaner Production
- Elemental migration and transformation during hydrothermal liquefaction of biomass
- (2021) Jianwen Lu et al. JOURNAL OF HAZARDOUS MATERIALS
- Exergoenvironmental analysis of bioenergy systems: A comprehensive review
- (2021) Mortaza Aghbashlo et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- A Critical Review of Machine Learning of Energy Materials
- (2020) Chi Chen et al. Advanced Energy Materials
- Hydrothermal liquefaction of high ash containing sewage sludge at sub and supercritical conditions
- (2020) Ayaz A. Shah et al. BIOMASS & BIOENERGY
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- (2020) E.M. Lozano et al. APPLIED ENERGY
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- Hydrothermal Co-Liquefaction of Lignite and Lignocellulosic Biomass with the Addition of Formic Acid: Study on Product Distribution, Characteristics, and Synergistic Effects
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- (2012) A. Debón et al. MATHEMATICAL AND COMPUTER MODELLING
- Penalized Gaussian Process Regression and Classification for High-Dimensional Nonlinear Data
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- A review on process conditions for optimum bio-oil yield in hydrothermal liquefaction of biomass
- (2011) Javaid Akhtar et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
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