AIMC Topic: Lignin

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Transfer learning improves predictions in lignin content of Chinese fir based on Raman spectra.

International journal of biological macromolecules May 7, 2024
Lignin in biomass plays significant role in substitution of synthetic polymer and reduction of energy expenditure, and the lignin content was usually determined by wet chemical methods. However, the methods' heavy workload, low efficiency, huge consu...
Machine Learning Lignin Cunninghamia Algorithms Spectrum Analysis, Raman
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Ultrastretchable and highly conductive hydrogels based on Fe- lignin nanoparticles for subzero wearable strain sensor.

International journal of biological macromolecules Sep 6, 2023
Conductive hydrogels have attracted considerable interest for potential applications in soft robotics, electronic skin and human monitoring. However, insufficient mechanical characteristics, low adhesion and unsatisfactory electrical conductivity sev...
Electric Conductivity Lignin Hydrogels Humans Artificial Intelligence Nanoparticles
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A review on modelling of thermochemical processing of biomass for biofuels and prospects of artificial intelligence-enhanced approaches.

Bioresource technology Jul 17, 2023
Biofuels from lignocellulosic biomass converted via thermochemical technologies can be renewable and sustainable, which makes them promising as alternatives to conventional fossil fuels. Prior to building industrial-scale thermochemical conversion pl...
Thermodynamics Lignin Artificial Intelligence Biofuels Biomass
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Structural insights, biocatalytic characteristics, and application prospects of lignin-modifying enzymes for sustainable biotechnology.

International journal of biological macromolecules May 20, 2023
Lignin modifying enzymes (LMEs) have gained widespread recognition in depolymerization of lignin polymers by oxidative cleavage. LMEs are a robust class of biocatalysts that include lignin peroxidase (LiP), manganese peroxidase (MnP), versatile perox...
Artificial Intelligence Phenols Peroxidases Biotechnology Laccase Lignin
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Hepatoprotective Activity of Lignin-Derived Polyphenols Dereplicated Using High-Resolution Mass Spectrometry, In Vivo Experiments, and Deep Learning.

International journal of molecular sciences Dec 16, 2022
Chronic liver diseases affect more than 1 billion people worldwide and represent one of the main public health issues. Nonalcoholic fatty liver disease (NAFLD) accounts for the majority of mortal cases, while there is no currently approved therapeuti...
Non-alcoholic Fatty Liver Disease Lignin Deep Learning Proteomics Mass Spectrometry Polyphenols Humans Molecular Docking Simulation
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RETRACTED: Chemistry-Informed Neural Networks modelling of lignocellulosic biomass pyrolysis.

Bioresource technology May 7, 2022
This article has been retracted: please see Elsevier Policy on Article Withdrawal (http://www.elsevier.com/locate/withdrawalpolicy). This article has been retracted at the request of the authors and the Editor-in-Chief. The article has reused text fr...
Thermogravimetry Neural Networks, Computer Biomass Lignin Kinetics Pyrolysis
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Screening and functional prediction of differentially expressed genes in walnut endocarp during hardening period based on deep neural network under agricultural internet of things.

PloS one Feb 24, 2022
The deep neural network is used to establish a neural network model to solve the problems of low accuracy and poor accuracy of traditional algorithms in screening differentially expressed genes and function prediction during the walnut endocarp harde...
Agriculture Seeds Fruit Lignin Neural Networks, Computer Algorithms Gene Expression Regulation, Plant Internet of Things Juglans
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Machine learning based analysis of reaction phenomena in catalytic lignin depolymerization.

Bioresource technology Dec 7, 2021
Heterogeneously catalyzed lignin solvolysis opens the possibility of transforming low value biomass into high value, useful aromatic chemicals, however, its reaction behavior is poorly understood due to the many possible interactions between reaction...
Lignin Biomass Catalysis Machine Learning
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Biofilm inhibition in Candida albicans with biogenic hierarchical zinc-oxide nanoparticles.

Biomaterials advances Dec 3, 2021
The present study demonstrates lignin (L), fragments of lignin (FL), and oxidized fragmented lignin (OFL) as templates for the synthesis of zinc oxide nanoparticles (ZnO NPs) viz., lignin-ZnO (L-ZnO), hierarchical FL-ZnO, and OFL-ZnO NPs. The X-ray d...
Lignin Nanoparticles Rats Candida albicans Animals Biofilms Zinc Oxide Mice
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Smart sustainable biorefineries for lignocellulosic biomass.

Bioresource technology Oct 30, 2021
Lignocellulosic biomass (LCB) is considered as a sustainable feedstock for a biorefinery to generate biofuels and other bio-chemicals. However, commercialization is one of the challenges that limits cost-effective operation of conventional LCB bioref...
Biomass Lignin Artificial Intelligence Biofuels
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