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Fabrication of a Highly Tunable Graphene Oxide Composite through Layer-by-Layer Assembly of Highly Crystalline Polyaniline Nanofibers and Green Corrosion Inhibitors: Complementary Experimental and First-Principles Quantum-Mechanics Modeling Approaches

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What this work says

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

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Passivation of metals by coating with polyaniline: Corrosion potential shift and morphological changes
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Layer‐by‐Layer Assembled Nanocontainers for Self‐Healing Corrosion Protection
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Interface Engineering of Layer‐by‐Layer Stacked Graphene Anodes for High‐Performance Organic Solar Cells
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A Nitrogen‐Doped Graphene/Carbon Nanotube Nanocomposite with Synergistically Enhanced Electrochemical Activity
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Strychnos nux‐vomica an eco‐friendly corrosion inhibitor for mild steel in 1 M sulfuric acid medium
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Graphene oxide‐induced polymerization and crystallization to produce highly conductive polyaniline/graphene oxide composite
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The influence of polarization functions on molecular orbital hydrogenation energies
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First principles calculations of the electronic and chemical properties of graphene, graphane, and graphene oxide
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FTIR and 13C NMR study of graphite oxide
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Raman and infrared spectra of polyaniline
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Ir and Raman studies in three polyanilines with different oxidation level
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Synthesis and characterization of an effective organic/inorganic hybrid green corrosion inhibitive complex based on zinc acetate/Urtica Dioica
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Annealing a graphene oxide film to produce a free standing high conductive graphene film
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Covalently-grafted graphene oxide nanosheets to improve barrier and corrosion protection properties of polyurethane coatings
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Effects of highly crystalline and conductive polyaniline/graphene oxide composites on the corrosion protection performance of a zinc-rich epoxy coating
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An advanced approach for fabricating a reduced graphene oxide-AZO dye/polyurethane composite with enhanced ultraviolet (UV) shielding properties: Experimental and first-principles QM modeling
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Corrosion inhibition of iota-carrageenan natural polymer on aluminum in presence of zwitterion mediator in HCl media
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Kinetic properties of layer-by-layer assembled cerium zinc molybdate nanocontainers during corrosion inhibition
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Enhancement of barrier and corrosion protection performance of an epoxy coating through wet transfer of amino functionalized graphene oxide
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Enhancement of the corrosion protection performance and cathodic delamination resistance of epoxy coating through treatment of steel substrate by a novel nanometric sol-gel based silane composite film filled with functionalized graphene oxide nanosheets
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Investigation of the inhibitive effect of poly(diphenylamine) on corrosion of iron in 0.5M H2SO4 solutions
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Complementary experimental and quantum mechanics approaches for exploring the mechanical characteristics of epoxy composites loaded with graphene oxide-polyaniline nanofibers
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Surface-engineered Microcapsules by Layer-by-layer Assembling for Entrapment of Corrosion Inhibitor
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Inhibition of the corrosion of mild steel in hydrochloric acid solutions by the extracts of leaves of Nypa fruticans Wurmb
inferredcites →https://doi.org/10.1016/j.matlet.2008.01.087openalex-snapshot
Inhibitive effect of black pepper extract on the sulphuric acid corrosion of mild steel
inferredcites →https://doi.org/10.1016/j.polymdegradstab.2004.04.011openalex-snapshot
FTIR spectroscopic and conductivity study of the thermal degradation of polyaniline films
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Aniline electropolymerization on mild steel and zinc in a two-step process
inferredcites →https://doi.org/10.1016/s0040-4039(00)84230-6openalex-snapshot
The condensation reaction between isocyanates and carboxylic acids. A practical synthesis of substituted amides and anilides.
inferredcites →https://doi.org/10.1016/s0379-6779(00)01145-0openalex-snapshot
Polyaniline films for protection against corrosion
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Corrosion protection of aluminum alloys by double-strand polyaniline
inferredcites →https://doi.org/10.1016/s0379-6779(97)80256-1openalex-snapshot
Corrosion protection of iron/steel by emeraldine base polyaniline: an X-ray photoelectron spectroscopy study
inferredcites →https://doi.org/10.1016/s0379-6779(98)01001-7openalex-snapshot
Polyaniline layer for iron protection in sulfate medium
inferredcites →https://doi.org/10.1016/s0379-6779(98)01310-1openalex-snapshot
Infrared spectroscopic study of solid-state protonation and oxidation of polyaniline
inferredcites →https://doi.org/10.1016/s1452-3981(23)13332-3openalex-snapshot
Improving the Corrosion Resistance of Buried Steel by Using Polyaniline Coating
inferredcites →https://doi.org/10.1021/acs.jpcc.5b10635openalex-snapshot
Interaction of Graphene and its Oxide with Lipid Membrane: A Molecular Dynamics Simulation Study
inferredcites →https://doi.org/10.1021/acs.jpcc.6b03133openalex-snapshot
A Close-up of the Effect of Iron Oxide Type on the Interfacial Interaction between Epoxy and Carbon Steel: Combined Molecular Dynamics Simulations and Quantum Mechanics
inferredcites →https://doi.org/10.1021/jp060936fopenalex-snapshot
Functionalized Single Graphene Sheets Derived from Splitting Graphite Oxide
inferredcites →https://doi.org/10.1021/jp9731821openalex-snapshot
Structure of Graphite Oxide Revisited
inferredcites →https://doi.org/10.1021/jz401929hopenalex-snapshot
Interaction of Nucleobases and Aromatic Amino Acids with Graphene Oxide and Graphene Flakes
inferredcites →https://doi.org/10.1021/nl202311vopenalex-snapshot
High-Performance Graphene-Based Transparent Flexible Heaters
inferredcites →https://doi.org/10.1021/nn100897gopenalex-snapshot
Transparent, Flexible Conducting Hybrid Multilayer Thin Films of Multiwalled Carbon Nanotubes with Graphene Nanosheets
inferredcites →https://doi.org/10.1021/nn101896aopenalex-snapshot
Layer-by-Layer Transfer of Multiple, Large Area Sheets of Graphene Grown in Multilayer Stacks on a Single SiC Wafer
inferredcites →https://doi.org/10.1021/nn200181eopenalex-snapshot
A Three-Dimensional Vertically Aligned Functionalized Multilayer Graphene Architecture: An Approach for Graphene-Based Thermal Interfacial Materials
inferredcites →https://doi.org/10.1021/nn901934uopenalex-snapshot
Hydrogen Bond Networks in Graphene Oxide Composite Paper: Structure and Mechanical Properties
inferredcites →https://doi.org/10.1038/nature04969openalex-snapshot
Graphene-based composite materials
inferredcites →https://doi.org/10.1038/ncomms2935openalex-snapshot
Layer-by-layer assembly of vertically conducting graphene devices
inferredcites →https://doi.org/10.1038/nmat1849openalex-snapshot
The rise of graphene
inferredcites →https://doi.org/10.1039/c0jm02270eopenalex-snapshot
Highly controllable transparent and conducting thin films using layer-by-layer assembly of oppositely charged reduced graphene oxides
inferredcites →https://doi.org/10.1063/1.438980openalex-snapshot
Contracted Gaussian basis sets for molecular calculations. I. Second row atoms, Z=11–18
inferredcites →https://doi.org/10.1063/1.464913openalex-snapshot
Density-functional thermochemistry. III. The role of exact exchange
inferredcites →https://doi.org/10.1063/1.4936846openalex-snapshot
Understanding flocculation mechanism of graphene oxide for organic dyes from water: Experimental and molecular dynamics simulation
inferredcites →https://doi.org/10.1080/00986440802589875openalex-snapshot
CORROSION INHIBITION OF CARBON STEEL IN ACIDIC MEDIA BYBIFURCARIA BIFURCATAEXTRACT
inferredcites →https://doi.org/10.1080/01694243.2013.764144openalex-snapshot
Corrosion inhibition of mild steel by Nettle (Urtica dioicaL.) extract: polarization, EIS, AFM, SEM and EDS studies
inferredcites →https://doi.org/10.1103/physrev.136.b864openalex-snapshot
Inhomogeneous Electron Gas
inferredcites →https://doi.org/10.1103/physrev.140.a1133openalex-snapshot
Self-Consistent Equations Including Exchange and Correlation Effects
inferredcites →https://doi.org/10.1103/physrevb.37.785openalex-snapshot
Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density
inferredcites →https://doi.org/10.1108/03699420510630345openalex-snapshot
Corrosion inhibition of mild steel by Datura metel in acidic medium
inferredcites →https://doi.org/10.1126/science.1102896openalex-snapshot
Electric Field Effect in Atomically Thin Carbon Films
inferredcites →https://doi.org/10.1149/1.2114008openalex-snapshot
Modification of the Electrochemical and Corrosion Behavior of Stainless Steels with an Electroactive Coating
inferredcites →https://doi.org/10.1351/pac-rep-10-02-01openalex-snapshot
Polyaniline: The infrared spectroscopy of conducting polymer nanotubes (IUPAC Technical Report)
inferredcites →https://doi.org/10.2174/1385272819666140806200646openalex-snapshot
Layer-by-Layer Assembled Hybrid Materials for Sustainable Applications
inferredcites →https://doi.org/10.3390/61201064openalex-snapshot
March's Advanced Organic Chemistry: Reactions, Mechanisms, and Structure, 5th Edition

What points at this work

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

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A brief review of the graphene oxide-based polymer nanocomposite coatings: preparation, characterization, and properties
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Engineering a novel smart nano-carrier based on NH2-MIL-125 metal-organic framework (Ti-MOF) decorated 2D GO nano-platform for reaching a self-healing coating
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Influence of surfactant and molarity on the properties of bacterial cellulose/polyaniline: Experimental and density functional theory
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Green β-cyclodextrin-based corrosion inhibitors: Recent developments, innovations and future opportunities
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Synthesis and application of Zn-doped polyaniline modified multi-walled carbon nanotubes as stimuli-responsive nanocarrier in the epoxy matrix for achieving excellent barrier-self-healing corrosion protection potency
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Distinctive roles of graphene oxide, ZnO quantum dots, and their nanohybrids in anti-corrosion and anti-fouling performance of waterborne epoxy coatings
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Zwitterions and betaines as highly soluble materials for sustainable corrosion protection: Interfacial chemistry and bonding with metal surfaces
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Loading and release mechanisms of MOF-5 @ BTA-X (X = -CH3/-NH2/-CO(CH2)6CH3): Experimental and theoretical investigations
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Effects of aluminum terephthalate metal-organic framework and its nanocomposites on the corrosion of AM60B magnesium alloy in ethylene glycol solution containing chloride ions
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Galvanic corrosion protection and durability of polyaniline-reinforced epoxy adhesive for bond-riveted joints in AA5083/Cf/Epoxy laminates
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Designing a potent anti-corrosion system based on graphene oxide nanosheets non-covalently modified with cerium/benzimidazole for selective delivery of corrosion inhibitors on steel in NaCl media
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Superior thermal-mechanical properties of the epoxy composite reinforced with rGO-ATMP; Combined DFT-D theoretical modeling/experimental studies
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Introducing GO-based 2D-platform modified via phytic acid molecules decorated by zeolite imidazole ZIF-9 MOFs for designing multi-functional polymeric anticorrosive system; DFT-D computations and experimental studies
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Poppy-leaf extract-derived biomolecules adsorption on the rGO-nanoplatforms and application as smart self-healing material for epoxy coating
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Graphene oxide hydrogen bonding liquid crystals using carboxylic acids as proton donors: Liquid-crystalline behavior and ferroelectric property
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A review on supramolecules/nanocomposites based on carbonic precursors and dielectric/conductive polymers and their applications
inferred← citeshttps://doi.org/10.1016/j.nanoso.2018.09.010openalex-snapshot
Corrosion protective self-healing epoxy resin coatings based on inhibitor and polymeric healing agents encapsulated in organic and inorganic micro and nanocontainers
inferred← citeshttps://doi.org/10.1016/j.polymertesting.2025.109053openalex-snapshot
Polyaniline-based hybrid coatings for corrosion protection: Breakthroughs in nanocomposite design, self-healing, and corrosion sensing
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2019.105243openalex-snapshot
Polyurethane coatings reinforced with 3-(triethoxysilyl)propyl isocyanate functionalized graphene oxide nanosheets: Mechanical and anti-corrosion properties
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2019.105399openalex-snapshot
Electroactive composites: PANI electrochemical synthesis with GO and rGO for structural carbon fiber coating
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2020.105741openalex-snapshot
Graphene and graphene oxide as new class of materials for corrosion control and protection: Present status and future scenario
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2021.106134openalex-snapshot
The synthesis and corrosion protection mechanisms of PANI/CNT nanocomposite doped with organic phosphoric acid
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2021.106215openalex-snapshot
New perspectives on Graphene/Graphene oxide based polymer nanocomposites for corrosion applications: The relevance of the Graphene/Polymer barrier coatings
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2022.106845openalex-snapshot
MoO42−-doped oxidative polymerized pyrrole-graphene oxide core-shell structure synthesis and application for dual-barrier & active functional epoxy-coating construction
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2022.106938openalex-snapshot
Metal-doped 2D rGO nano-sheets fabrication utilizing plant source bio-molecules and application in the epoxy anti-corrosive coating: Combined experimental and DFT-D modeling investigations
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2022.107293openalex-snapshot
Designing a novel GO@AAP reinforced epoxy coating for achieving the long-term corrosion protection of steel substrate
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2024.108346openalex-snapshot
UV-cured acrylated PANI/graphene oxide nanocomposite coating with superior anticorrosive protection and self-healing abilities
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2024.109045openalex-snapshot
Epoxy coating smart anti-corrosion properties advancement using Zn2+/sodium gluconate loaded multi-walled CNTs nano-carrier
inferred← citeshttps://doi.org/10.1016/j.porgcoat.2025.109171openalex-snapshot
Inhibition mechanism and warning performance of corrosion inhibitor and fluorescent indicator combinations on AA2024-T3
inferred← citeshttps://doi.org/10.1016/j.scp.2022.100890openalex-snapshot
Mussel-inspired polydopamine (PDA)-chitosan (CS) bio-molecules grafted graphene oxide nano-platforms synthesis and application as sustainable smart anti-corrosion system
inferred← citeshttps://doi.org/10.1016/j.surfcoat.2022.128979openalex-snapshot
Hydrophobic composite layers for enhancing long-term corrosion resistance of Al alloy micro-arc oxidation coating
inferred← citeshttps://doi.org/10.1016/j.surfin.2025.107425openalex-snapshot
Two-dimensional nanomaterials based on graphene oxide functionalized Ti3C2Tx and Zn-MOF/benzotriazole corrosion inhibitors for enhanced coating corrosion resistance and pH-responsive self-healing
inferred← citeshttps://doi.org/10.1021/acs.langmuir.2c00441openalex-snapshot
Performance Evaluation of New Chalcone Oxime Functionalized Graphene Oxide as a Corrosion Inhibitor for Carbon Steel in a Hydrochloric Acid Solution
inferred← citeshttps://doi.org/10.1021/acsanm.4c03248openalex-snapshot
Aromatic Amine-Supported N-Functionalization of Nanoscale-Thick Graphene Oxide Membranes for Preferential Adsorption of Strontium Ions from Aqueous Solutions
inferred← citeshttps://doi.org/10.1021/bk-2021-1404.ch009openalex-snapshot
Nanomaterials and Nanocomposites as Corrosion Inhibitors
inferred← citeshttps://doi.org/10.1038/s41598-024-58637-zopenalex-snapshot
Preparation of corrosion inhibitor from natural plant for mild stil immersed in an acidic environmental: experimental and theoretical study
inferred← citeshttps://doi.org/10.1039/c9ra01672dopenalex-snapshot
Adsorption and anticorrosive behavior of aromatic epoxy monomers on carbon steel corrosion in acidic solution: computational studies and sustained experimental studies
inferred← citeshttps://doi.org/10.1039/d0ra00593bopenalex-snapshot
Experimental and DFT studies of porous carbon covalently functionalized by polyaniline as a corrosion inhibition barrier on nickel-based alloys in acidic media
inferred← citeshttps://doi.org/10.1039/d2ra03854dopenalex-snapshot
Improvement of mechanical and antibacterial properties of porous nHA scaffolds by fluorinated graphene oxide
inferred← citeshttps://doi.org/10.1039/d4se00285gopenalex-snapshot
Synergistic effect of heterointerface engineering and oxygen vacancy in electro-spun polymer fibres derived carbon-supported 1D hierarchical WO 3 /SnO 2 nanostructures for high-performance supercapacitor devices
inferred← citeshttps://doi.org/10.1039/d5ra08572aopenalex-snapshot
A molecular dynamics study on anticorrosion properties of graphene/epoxy nanocomposites in NaCl medium
inferred← citeshttps://doi.org/10.1063/5.0098325openalex-snapshot
Coupled surface-volume pyrolysis effects of carbon-phenolic resin composites under hyperthermal non-equilibrium flows
inferred← citeshttps://doi.org/10.1080/10406638.2020.1852267openalex-snapshot
Detailed Quantum Mechanical Studies on Three Bioactive Benzimidazole Derivatives and Their Raman Enhancement on Adsorption over Graphene Sheets
inferred← citeshttps://doi.org/10.1080/10408436.2021.1886046openalex-snapshot
A critical review on the production and application of graphene and graphene-based materials in anti-corrosion coatings
inferred← citeshttps://doi.org/10.1186/s13065-024-01121-6openalex-snapshot
Experimental and theoretical studies of the efficiency of metal–organic frameworks (MOFs) in preventing aluminum corrosion in hydrochloric acid solution
inferred← citeshttps://doi.org/10.17675/2305-6894-2019-8-3-1openalex-snapshot
Green solution to corrosion problems – at a glance
inferred← citeshttps://doi.org/10.20964/2022.10.53openalex-snapshot
Electrodeposited SnO2/graphene composite as highly effective and stable anticorrosion coating for aluminum alloys in acidic environments
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3956629/v1openalex-snapshot
Synthesis of Porous Molecularly Imprinted Polymerized High Internal Phase Emulsion (MIP-PolyHIPE) Adsorbents for removal of water pollutants: Experimental and Molecular Dynamics Studies
inferred← citeshttps://doi.org/10.2174/1573413716666210101121907openalex-snapshot
Nanomaterials for Fuel Cell and Corrosion Inhibition: A Comprehensive Review
inferred← citeshttps://doi.org/10.3390/cmd7030043openalex-snapshot
Effects of the Composition and Morphology of Carbon Nanomaterial Additives on the Anticorrosive Properties of Polyvinyl Chloride-Based Paint Coatings
inferred← citeshttps://doi.org/10.6023/a19050174openalex-snapshot
Review of Theoretical and Applied Research of Graphene in Anti-corrosion Film and Organic Anti-corrosion Coatings
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.