Machine learning prediction of cellulose-rich materials from biomass pretreatment with ionic liquid solvents

Dragonfly-Support Vector Machine for Regression Modeling of the Activity Coefficient at Infinite Dilution of Solutes in Imidazolium Ionic Liquids Using σ-Profile Descriptors

(2020) Hania Benimam et al.   JOURNAL OF CHEMICAL AND ENGINEERING DATA

Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning

(2020) Jie Li et al.   APPLIED ENERGY

Prediction of Bio-oil Yield and Hydrogen Contents based on Machine Learning Method: Effect of Biomass Compositions and Pyrolysis Conditions

(2020) Qinghui Tang et al.   ENERGY & FUELS

Multivariate analysis of the process of deep eutectic solvent pretreatment of lignocellulosic biomass

(2020) Huanfei Xu et al.   INDUSTRIAL CROPS AND PRODUCTS

Transesterification of palm oil into biodiesel using ChOH ionic liquid in a microwave heated continuous flow reactor

(2020) Sanphawat Phromphithak et al.   RENEWABLE ENERGY

Predicting algal biochar yield using eXtreme Gradient Boosting (XGB) algorithm of machine learning methods

(2020) Abhijeet Pathy et al.   Algal Research-Biomass Biofuels and Bioproducts

Ternary deep eutectic solvents for effective biomass deconstruction at high solids and low enzyme loadings

(2019) Zhu Chen et al.   BIORESOURCE TECHNOLOGY

Machine Learning Approaches for Further Developing the Understanding of the Property Trends Observed in Protic Ionic Liquid Containing Solvents

(2019) Dilek Yalcin et al.   JOURNAL OF PHYSICAL CHEMISTRY B

Progress on the pre-treatment of lignocellulosic biomass employing ionic liquids

(2019) Pobitra Halder et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Machine learning prediction of biochar yield and carbon contents in biochar based on biomass characteristics and pyrolysis conditions

(2019) Xinzhe Zhu et al.   BIORESOURCE TECHNOLOGY

Torrefaction of pelletized corn residues with wet flue gas

(2019) Thossaporn Onsree et al.   BIORESOURCE TECHNOLOGY

Analysis of Thermophysical Properties of Deep Eutectic Solvents by Data Integration

(2019) Xinmeng Xu et al.   JOURNAL OF CHEMICAL AND ENGINEERING DATA

Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques

(2019) P.J. García Nieto et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Prediction of anaerobic digestion performance and identification of critical operational parameters using machine learning algorithms

(2019) Luguang Wang et al.   BIORESOURCE TECHNOLOGY

Complex effect of lignocellulosic biomass pretreatment with 1-butyl-3-methylimidazolium chloride ionic liquid on various aspects of ethanol and fumaric acid production by immobilized cells within SSF

(2018) Anna S. Dotsenko et al.   BIORESOURCE TECHNOLOGY

Deep eutectic solvents from hemicellulose-derived acids for the cellulosic ethanol refining of Akebia’ herbal residues

(2018) Qiang Yu et al.   BIORESOURCE TECHNOLOGY

Pretreatment of wheat straw using basic ethanolamine-based deep eutectic solvents for improving enzymatic hydrolysis

(2018) Zheng Zhao et al.   BIORESOURCE TECHNOLOGY

Deep Eutectic Solvents pretreatment of agro-industrial food waste

(2018) Alessandra Procentese et al.   Biotechnology for Biofuels

Prediction of product distribution and bio-oil heating value of biomass fast pyrolysis

(2018) Xing Chen et al.   CHEMICAL ENGINEERING AND PROCESSING

Green and Sustainable Separation of Natural Products from Agro-Industrial Waste: Challenges, Potentialities, and Perspectives on Emerging Approaches

(2018) Vânia G. Zuin et al.   Topics in Current Chemistry

Natural deep eutectic solvents for lignocellulosic biomass pretreatment: Recent developments, challenges and novel opportunities

(2018) Alok Satlewal et al.   BIOTECHNOLOGY ADVANCES

Predicting the Viscosity of Ionic Liquids by the ELM Intelligence Algorithm

(2017) Xuejing Kang et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Lignocellulosic biomass pyrolysis mechanism: A state-of-the-art review

(2017) Shurong Wang et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Facile pretreatment of lignocellulosic biomass using deep eutectic solvents

(2016) Cheng-Wu Zhang et al.   BIORESOURCE TECHNOLOGY

Application of ionic liquids and deep eutectic solvents in biodiesel production: A review

(2016) Dragan Z. Troter et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Synergistic effect of pretreatment with dimethyl sulfoxide and an ionic liquid on enzymatic digestibility of white poplar and pine

(2016) Xin Zhang et al.   RSC Advances

Depolymerization of oak wood lignin under mild conditions using the acidic ionic liquid 1-H-3-methylimidazolium chloride as both solvent and catalyst

(2012) Blair J. Cox et al.   BIORESOURCE TECHNOLOGY

Facile pretreatment of lignocellulosic biomass at high loadings in room temperature ionic liquids

(2011) Hong Wu et al.   BIOTECHNOLOGY AND BIOENGINEERING

Dissolution of lignocellulosic materials and its constituents using ionic liquids—A review

(2010) P. Mäki-Arvela et al.   INDUSTRIAL CROPS AND PRODUCTS

Lignin Extraction from Straw by Ionic Liquids and Enzymatic Hydrolysis of the Cellulosic Residues

(2010) Dongbao Fu et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY