Machine learning prediction of lignin content in poplar with Raman spectroscopy

A Comparative Study of Machine Learning Methods for Bio-oil Yield Prediction – A Genetic Algorithm-Based Features Selection

(2021) Zahid Ullah et al.   BIORESOURCE TECHNOLOGY

Predictive Modeling of Lignin Content for the Screening of Suitable Poplar Genotypes Based on Fourier Transform–Raman Spectrometry

(2021) Wenli Gao et al.   ACS Omega

Preparation of a novel lignin-based film with high solid content and its physicochemical characteristics

(2021) Xiaojuan Chen et al.   INDUSTRIAL CROPS AND PRODUCTS

Efficient production of lignin-based slow-release nitrogen fertilizer via microwave heating

(2021) Haoran Wang et al.   INDUSTRIAL CROPS AND PRODUCTS

An optimized XGBoost method for predicting reservoir porosity using petrophysical logs

(2021) Shaowei Pan et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Machine learning prediction of biocrude yields and higher heating values from hydrothermal liquefaction of wet biomass and wastes

(2021) Tossapon Katongtung et al.   BIORESOURCE TECHNOLOGY

Application of machine learning in anaerobic digestion: Perspectives and challenges

(2021) Ianny Andrade Cruz et al.   BIORESOURCE TECHNOLOGY

Novel strategy for establishment of an FT-Raman spectroscopy based quantitative model for poplar holocellulose content determination

(2021) Wenli Gao et al.   CARBOHYDRATE POLYMERS

Monitoring the kappa number of bleached pulps based on FT-Raman spectroscopy

(2021) Wenli Gao et al.   CELLULOSE

Improved estimation of coalbed methane content using the revised estimate of depth and CatBoost algorithm: A case study from southern Sichuan Basin, China

(2021) Chengang Lu et al.   COMPUTERS & GEOSCIENCES

Using CatBoost algorithm to identify middle-aged and elderly depression, national health and nutrition examination survey 2011–2018

(2021) Chenyang Zhang et al.   PSYCHIATRY RESEARCH

Predicting the strength of European beech (Fagus sylvatica L.) boards using image-based local fibre direction data

(2021) Thomas Ehrhart et al.   WOOD SCIENCE AND TECHNOLOGY

Research Progress in Lignin‐Based Slow/Controlled Release Fertilizer

(2020) Jing Chen et al.   ChemSusChem

Prediction of mechanical properties of wood fiber insulation boards as a function of machine and process parameters by random forest

(2020) M. Schubert et al.   WOOD SCIENCE AND TECHNOLOGY

An automatic recognition system of Brazilian flora species based on textural features of macroscopic images of wood

(2020) Deivison Venicio Souza et al.   WOOD SCIENCE AND TECHNOLOGY

Investigation of eucalypt and pine wood acid-soluble lignin by Py-GC-MS

(2019) Gabriel Castro Brumano et al.   HOLZFORSCHUNG

Analysis of Cellulose and Lignocellulose Materials by Raman Spectroscopy: A Review of the Current Status

(2019) Umesh P. Agarwal   MOLECULES

Estimating biomass major chemical constituents from ultimate analysis using a random forest model

(2019) Jiangkuan Xing et al.   BIORESOURCE TECHNOLOGY

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

KiDS-SQuaD

(2019) Vladislav Khramtsov et al.   ASTRONOMY & ASTROPHYSICS

A review on biopolymer production via lignin valorization

(2019) J. Rajesh Banu et al.   BIORESOURCE TECHNOLOGY

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

(2019) Luguang Wang et al.   BIORESOURCE TECHNOLOGY

Heterogeneous oblique random forest

(2019) Rakesh Katuwal et al.   PATTERN RECOGNITION

The Use of Data Mining Methods for the Prediction of Dementia: Evidence From the English Longitudinal Study of Aging

(2019) Hui Yang et al.   IEEE Journal of Biomedical and Health Informatics

Moisture content recognition for wood chips in pile using supervised classification

(2018) Hela Daassi-Gnaba et al.   WOOD SCIENCE AND TECHNOLOGY

Collinearity: revisiting the variance inflation factor in ridge regression

(2014) C.B. García et al.   JOURNAL OF APPLIED STATISTICS

Distribution of lignin and cellulose in compression wood tracheids of Pinus yunnanensis determined by fluorescence microscopy and confocal Raman microscopy

(2013) Zhe Ji et al.   INDUSTRIAL CROPS AND PRODUCTS

Baseline correction using adaptive iteratively reweighted penalized least squares

(2010) Zhi-Min Zhang et al.   ANALYST