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Analysis of gas chromatography/mass spectrometry data for catalytic lignin depolymerization using positive matrix factorization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Paving the Way for Lignin Valorisation: Recent Advances in Bioengineering, Biorefining and Catalysis
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Lignin Depolymerization and Conversion: A Review of Thermochemical Methods
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Hydrogen Transfer from Supercritical Methanol over a Solid Base Catalyst: A Model for Lignin Depolymerization
inferredcites →https://doi.org/10.1002/env.3170050203openalex-snapshot
Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values
inferredcites →https://doi.org/10.1007/s00216-011-5355-yopenalex-snapshot
Understanding atmospheric organic aerosols via factor analysis of aerosol mass spectrometry: a review
inferredcites →https://doi.org/10.1007/s00253-012-4178-xopenalex-snapshot
Multi-catalysis reactions: new prospects and challenges of biotechnology to valorize lignin
inferredcites →https://doi.org/10.1016/j.apenergy.2014.12.025openalex-snapshot
Efficient base-catalyzed decomposition and in situ hydrogenolysis process for lignin depolymerization and char elimination
inferredcites →https://doi.org/10.1016/j.apenergy.2015.04.011openalex-snapshot
Efficient valorization of lignin depolymerization products in the present of Ni Mg1−O
inferredcites →https://doi.org/10.1016/j.atmosenv.2009.05.018openalex-snapshot
Comparison of the results obtained by four receptor modelling methods in aerosol source apportionment studies
inferredcites →https://doi.org/10.1016/j.atmosres.2017.11.017openalex-snapshot
Source apportionment of PM 2.5 at the Lin'an regional background site in China with three receptor models
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Selective production of 4-ethylphenolics from lignin via mild hydrogenolysis
inferredcites →https://doi.org/10.1016/j.biortech.2012.08.089openalex-snapshot
A review of catalytic hydrodeoxygenation of lignin-derived phenols from biomass pyrolysis
inferredcites →https://doi.org/10.1016/j.biortech.2016.12.030openalex-snapshot
Catalytic depolymerization of the hydrolyzed lignin over mesoporous catalysts
inferredcites →https://doi.org/10.1016/j.cattod.2017.04.066openalex-snapshot
Quenching of reactive intermediates during mechanochemical depolymerization of lignin
inferredcites →https://doi.org/10.1016/j.ccr.2015.02.004openalex-snapshot
From models to lignin: Transition metal catalysis for selective bond cleavage reactions
inferredcites →https://doi.org/10.1016/j.cej.2018.01.002openalex-snapshot
Controllable production of guaiacols and phenols from lignin depolymerization using Pd/C catalyst cooperated with metal chloride
inferredcites →https://doi.org/10.1016/j.chroma.2017.11.005openalex-snapshot
Automated single-ion peak fitting as an efficient approach for analyzing complex chromatographic data
inferredcites →https://doi.org/10.1016/j.indcrop.2010.10.022openalex-snapshot
Value-adding to cellulosic ethanol: Lignin polymers
inferredcites →https://doi.org/10.1016/j.trac.2015.11.011openalex-snapshot
Non-destructive Spectroscopy combined with chemometrics as a tool for Green Chemical Analysis of environmental samples: A review
inferredcites →https://doi.org/10.1016/s0003-2670(02)01643-4openalex-snapshot
Discarding or downweighting high-noise variables in factor analytic models
inferredcites →https://doi.org/10.1016/s0169-7439(01)00200-3openalex-snapshot
Understanding and controlling rotations in factor analytic models
inferredcites →https://doi.org/10.1021/acs.analchem.7b04313openalex-snapshot
Direct Classification of GC × GC-Analyzed Complex Mixtures Using Non-Negative Matrix Factorization-Based Feature Extraction
inferredcites →https://doi.org/10.1021/acs.chemrev.5b00155openalex-snapshot
Catalytic Transformation of Lignin for the Production of Chemicals and Fuels
inferredcites →https://doi.org/10.1021/acs.chemrev.6b00698openalex-snapshot
Analysis of Volatile Compounds by Advanced Analytical Techniques and Multivariate Chemometrics
inferredcites →https://doi.org/10.1021/acscatal.7b02563openalex-snapshot
Catalytic Hydrogenolysis of Lignins into Phenolic Compounds over Carbon Nanotube Supported Molybdenum Oxide
inferredcites →https://doi.org/10.1021/acssuschemeng.5b01344openalex-snapshot
Vanillin Production from Lignin and Its Use as a Renewable Chemical
inferredcites →https://doi.org/10.1021/acssuschemeng.6b01827openalex-snapshot
Enhancing Aromatic Production from Reductive Lignin Disassembly: in Situ O-Methylation of Phenolic Intermediates
inferredcites →https://doi.org/10.1021/acssuschemeng.6b02954openalex-snapshot
Probing the Lignin Disassembly Pathways with Modified Catalysts Based on Cu-Doped Porous Metal Oxides
inferredcites →https://doi.org/10.1021/acssuschemeng.7b02721openalex-snapshot
Catalytic Conversion of Organosolv Lignins to Phenolic Monomers in Different Organic Solvents and Effect of Operating Conditions on Yield with Methyl Isobutyl Ketone
inferredcites →https://doi.org/10.1021/acssuschemeng.7b03969openalex-snapshot
Temperature Tuning the Catalytic Reactivity of Cu-Doped Porous Metal Oxides with Lignin Models
inferredcites →https://doi.org/10.1021/cr068360dopenalex-snapshot
Synthesis of Transportation Fuels from Biomass: Chemistry, Catalysts, and Engineering
inferredcites →https://doi.org/10.1021/cs401199fopenalex-snapshot
A Series of NiM (M = Ru, Rh, and Pd) Bimetallic Catalysts for Effective Lignin Hydrogenolysis in Water
inferredcites →https://doi.org/10.1021/cs501498fopenalex-snapshot
Catalytic Hydrogenolysis of Aryl Ethers: A Key Step in Lignin Valorization to Valuable Chemicals
inferredcites →https://doi.org/10.1021/ef500754dopenalex-snapshot
Fractionation of Bio-Oil
inferredcites →https://doi.org/10.1021/es020742nopenalex-snapshot
Resolving the Unresolved Complex Mixture in Petroleum-Contaminated Sediments
inferredcites →https://doi.org/10.1021/ja205436copenalex-snapshot
One-Pot Catalytic Conversion of Cellulose and of Woody Biomass Solids to Liquid Fuels
inferredcites →https://doi.org/10.1021/jacs.5b03693openalex-snapshot
Aromatic Monomers by in Situ Conversion of Reactive Intermediates in the Acid-Catalyzed Depolymerization of Lignin
inferredcites →https://doi.org/10.1038/44565openalex-snapshot
Learning the parts of objects by non-negative matrix factorization
inferredcites →https://doi.org/10.1038/nmeth.4346openalex-snapshot
Principal component analysis
inferredcites →https://doi.org/10.1039/c0gc00181copenalex-snapshot
Catalytic disassembly of an organosolv lignin via hydrogen transfer from supercritical methanol
inferredcites →https://doi.org/10.1039/c2ee23741eopenalex-snapshot
Lignin depolymerization (LDP) in alcohol over nickel-based catalysts via a fragmentation–hydrogenolysis process
inferredcites →https://doi.org/10.1039/c2gc35667hopenalex-snapshot
One-pot reduction of 5-hydroxymethylfurfural via hydrogen transfer from supercritical methanol
inferredcites →https://doi.org/10.1039/c3gc42589dopenalex-snapshot
Highly efficient, NiAu-catalyzed hydrogenolysis of lignin into phenolic chemicals
inferredcites →https://doi.org/10.1039/c5cc04025fopenalex-snapshot
Tuning the lignin oil OH-content with Ru and Pd catalysts during lignin hydrogenolysis on birch wood
inferredcites →https://doi.org/10.1039/c5cy00490jopenalex-snapshot
Lignin depolymerization over Ni/C catalyst in methanol, a continuation: effect of substrate and catalyst loading
inferredcites →https://doi.org/10.1039/c5cy01555copenalex-snapshot
Mapping reactivities of aromatic models with a lignin disassembly catalyst. Steps toward controlling product selectivity
inferredcites →https://doi.org/10.1039/c7gc02731aopenalex-snapshot
Lignin depolymerization to monophenolic compounds in a flow-through system
inferredcites →https://doi.org/10.1039/c7gc03417bopenalex-snapshot
Lignin extraction and catalytic upgrading from genetically modified poplar
inferredcites →https://doi.org/10.1080/02786826.2014.967832openalex-snapshot
A Technique for Rapid Gas Chromatography Analysis Applied to Ambient Organic Aerosol Measurements from the Thermal Desorption Aerosol Gas Chromatograph (TAG)
inferredcites →https://doi.org/10.1126/science.1114736openalex-snapshot
The Path Forward for Biofuels and Biomaterials
inferredcites →https://doi.org/10.1126/science.1246843openalex-snapshot
Lignin Valorization: Improving Lignin Processing in the Biorefinery
inferredcites →https://doi.org/10.1146/annurev.arplant.54.031902.134938openalex-snapshot
Lignin Biosynthesis
inferredcites →https://doi.org/10.1186/1471-2105-15-46openalex-snapshot
Peak picking NMR spectral data using non-negative matrix factorization
inferredcites →https://doi.org/10.1371/journal.pone.0154837openalex-snapshot
Whole Reproductive System Non-Negative Matrix Factorization Mass Spectrometry Imaging of an Early-Stage Ovarian Cancer Mouse Model
inferredcites →https://doi.org/10.15376/biores.13.2.3880-3891openalex-snapshot
Lignocellulose Fractionation and Lignin Depolymerization Using Glycerol and Acidic Ionic Liquids: Identification of the Main Products by GC-MS
inferredcites →https://doi.org/10.15376/biores.6.3.3547-3568openalex-snapshot
Challenges in industrial applications of technical lignins
inferredcites →https://doi.org/10.15376/biores.8.1.1456-1477openalex-snapshot
Wood Based Lignin Reactions Important to the Biorefinery and Pulp and Paper Industries
inferredcites →https://doi.org/10.5194/acp-10-11577-2010openalex-snapshot
Major components of atmospheric organic aerosol in southern California as determined by hourly measurements of source marker compounds
inferredcites →https://doi.org/10.5194/acp-9-2891-2009openalex-snapshot
Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data
inferredcites →https://doi.org/10.5194/amt-7-781-2014openalex-snapshot
Methods for estimating uncertainty in factor analytic solutions
inferredcites →https://doi.org/10.5194/amt-9-5637-2016openalex-snapshot
A technique for rapid source apportionment applied to ambient organic aerosol measurements from a thermal desorption aerosol gas chromatograph (TAG)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4808639openalex-extracted
Deciphering Lignin Depolymerization: Catalyst and Solvent Influences on Product Diversity and Composition
inferred← citeshttps://doi.org/10.1016/b978-0-443-33798-7.00002-3openalex-snapshot
Advanced analytical tools for lignin characterization
inferred← citeshttps://doi.org/10.1016/bs.adioch.2020.12.001openalex-snapshot
Enhancing product selectivity in biomass and bioalcohol reactions over Cu-doped porous metal oxides
inferred← citeshttps://doi.org/10.1016/j.fuel.2022.123249openalex-snapshot
Efficient conversion of Kraft lignin to guaiacol and 4-alkyl guaiacols over Fe-Fe3C/C based catalyst under supercritical ethanol
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2020.142143openalex-snapshot
Molecular characterization and optical properties of primary emissions from a residential wood burning boiler
inferred← citeshttps://doi.org/10.1021/acs.analchem.4c06128openalex-snapshot
Lignin Monomer Quantification Without Standards: Using Gas Chromatography with Dual Quantitative Carbon Detection and Mass Spectrometry
inferred← citeshttps://doi.org/10.1021/acssuschemeng.3c06368openalex-snapshot
Structural Evolution of Lignin Using In Situ Small-Angle Neutron Scattering during Catalytic Disassembly
inferred← citeshttps://doi.org/10.1039/d4gc03467hopenalex-snapshot
Covalent organic frameworks as heterogeneous photocatalysts for cross-coupling reactions
inferred← citeshttps://doi.org/10.3390/biomass4030053openalex-snapshot
Recent Advances in Characterization and Valorization of Lignin and Its Value-Added Products: Challenges and Future Perspectives
inferred← citeshttps://doi.org/10.3390/polym16081038openalex-snapshot
Biocomposite Based on Polylactic Acid and Rice Straw for Food Packaging Products
inferred← citeshttps://doi.org/10.47749/t/unicamp.2021.1234223openalex-snapshot
Síntese de novos líquidos iônicos e misturas eutéticas a partir de matérias-primas renováveis para conversão química de biomassa
inferred← citeshttps://doi.org/10.5194/ar-2-59-2024openalex-snapshot
A multi-instrumental approach for calibrating real-time mass spectrometers using high-performance liquid chromatography and positive matrix factorization
inferred← citeshttps://doi.org/10.5194/ar-2023-21-ac1openalex-snapshot
Comment on ar-2023-21
inferred← citeshttps://doi.org/10.5194/ar-2023-21-rc1openalex-snapshot
Comment on ar-2023-21
inferred← citeshttps://doi.org/10.5194/ar-2023-21-rc2openalex-snapshot
Comment on ar-2023-21
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.