npj Materials Degradation

Article	Citations
Recent advances in biodegradable polymers for sustainable applications	311
A review of plant extracts as green corrosion inhibitors for CO2 corrosion of carbon steel	83
A perspective on corrosion of multi-principal element alloys	78
Aqueous alteration of silicate glass: state of knowledge and perspectives	70
Long-term corrosion monitoring of carbon steels and environmental correlation analysis via the random forest method	68
Reviewing machine learning of corrosion prediction in a data-oriented perspective	61
Oxidation behavior of Cr-coated zirconium alloy cladding in high-temperature steam above 1200 °C	61
Corrosion behavior of TiZrHfBeCu(Ni) high-entropy bulk metallic glasses in 3.5 wt. % NaCl	56
The role of chromium content in the long-term atmospheric corrosion process	52
In situ XPS investigation of the X-ray-triggered decomposition of perovskites in ultrahigh vacuum condition	48
Forty years of durability assessment of nuclear waste glass by standard methods	45
Power loss and hotspot analysis for photovoltaic modules affected by potential induced degradation	44
Machine-learning-guided descriptor selection for predicting corrosion resistance in multi-principal element alloys	44
StressNet - Deep learning to predict stress with fracture propagation in brittle materials	41
Fenton and Fenton-like wet oxidation for degradation and destruction of organic radioactive wastes	41
A critical review of marine biofilms on metallic materials	38
A machine learning approach for corrosion small datasets	38
High temperature oxidation of corrosion resistant alloys from machine learning	37
Enhanced corrosion resistance of additively manufactured stainless steel by modification of feedstock	35
Thermal property and failure behaviors of Gd doped LaZrCeO coatings with feathery microstructure	34
High rate oxygen reduction reaction during corrosion of ultra-high-purity magnesium	34
Potential-pH diagrams considering complex oxide solution phases for understanding aqueous corrosion of multi-principal element alloys	34
Flow accelerated corrosion and erosion−corrosion behavior of marine carbon steel in natural seawater	31
Machine learning augmented predictive and generative model for rupture life in ferritic and austenitic steels	31
Insights into the mechanisms controlling the residual corrosion rate of borosilicate glasses	30

Deep learning corrosion detection with confidence	29
Microbiologically influenced corrosion inhibition of carbon steel via biomineralization induced by Shewanella putrefaciens	28
The carbon footprint of steel corrosion	27
A critical review of the recent advances in inclusion-triggered localized corrosion in steel	27
The contribution of living organisms to rock weathering in the critical zone	26
Corrosion inhibition of copper in ferric chloride solutions with organic inhibitors	25
Quantitative evaluation of cement paste carbonation using Raman spectroscopy	25
Microbial interactions with silicate glasses	23
Microbiologically induced aesthetic and structural changes to dimension stone	22
Ion-exchange mechanisms and interfacial reaction kinetics during aqueous corrosion of sodium silicate glasses	22
Microbiologically influenced corrosion of steel in coastal surface seawater contaminated by crude oil	22
Review of corrosion interactions between different materials relevant to disposal of high-level nuclear waste	22
Exploring structure-property relationships in magnesium dissolution modulators	19
Corrosion inhibition of locally de-passivated surfaces by DFT study of 2-mercaptobenzothiazole on copper	19
Laser-clad Inconel 625 coatings on Q245R structure steel: microstructure, wear and corrosion resistance	19
Corrosion of aluminum alloy 7075 induced by marine Aspergillus terreus with continued organic carbon starvation	18
Corrosion behavior of an in situ consolidated nanocrystalline Al-V alloy	18
Understanding biofouling and contaminant accretion on submerged marine structures	18
Weak impact of microorganisms on Ca, Mg-bearing silicate weathering	18
Observation of stress corrosion cracking using real-time in situ high-speed atomic force microscopy and correlative techniques	17
Investigate the role of fungal communities associated with a historical manuscript from the 17th century in biodegradation	17
The role of extracellular polymeric substances of fungal biofilms in mineral attachment and weathering	17
Marine Vibrio spp. protect carbon steel against corrosion through secreting extracellular polymeric substances	16
Tribo-corrosion response of additively manufactured high-entropy alloy	16
Micro-electrochemical insights into pit initiation site on aged UNS S32750 super duplex stainless steel	16
A low-cost, low-density, and corrosion resistant AlFeMnSi compositionally complex alloy	16
Steel rust layers immersed in the South China Sea with a highly corrosive Desulfovibrio strain	15
Molecular-scale investigation of the oxidation behavior of chromia-forming alloys in high-temperature CO2	15
Random forest incorporating ab-initio calculations for corrosion rate prediction with small sample Al alloys data	15
Study of the long-term degradation behavior of bamboo scrimber under natural weathering	14
High efficiency hierarchical porous composite microfiltration membrane for high-temperature particulate matter capturing	14
Dynamics of microbial communities on the corrosion behavior of steel in freshwater environment	14
Origin of enhanced passivity of Cr–Fe–Co–Ni–Mo multi-principal element alloy surfaces	14
The role of nano-sized intergranular phases on nickel alloy 725 brittle failure	14
Study on the corrosion behavior of NiTi shape memory alloys fabricated by electron beam melting	14
CORDATA: an open data management web application to select corrosion inhibitors	14
Mo content-depended competition between Cr2O3 enrichment and selective dissolution of CoCrFeNiMox high entropy alloys	13
Fire-retardant effect of titania-polyurea coating and additional enhancement via aromatic diamine and modified melamine polyphosphate	13
A multimodal approach to revisiting oxidation defects in Cr2O3	13
Rapid prediction of cementitious initial sorptivity via surface wettability	13
Substitutional adsorptions of chloride at grain boundary sites on hydroxylated alumina surfaces initialize localized corrosion	13
Potentiodynamic polarization curves of AA7075 at high scan rates interpreted using the high field model	12
Nanoscopic and in-situ cross-sectional observations of Li-based conversion coating formation using liquid-phase TEM	12
Degradation of ancient Maya carved tuff stone at Copan and its bacterial bioconservation	12
Interpretable machine learning for maximum corrosion depth and influence factor analysis	12
Biodeterioration of pre-treated polypropylene by Aspergillus terreus and Engyodontium album	12
Use of electrochemical current noise method to monitor carbon steel corrosion under mineral wool insulation	12
A review of glass corrosion: the unique contribution of studying ancient glass to validate glass alteration models	12
Influence of cementite coarsening on the corrosion resistance of high strength low alloy steel	12
An advanced analytical approach to assess the long-term degradation of microplastics in the marine environment	12

Influence of accessory phases and surrogate type on accelerated leaching of zirconolite wasteforms	12
Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys	12
A hybrid triboelectric nanogenerator for enhancing corrosion prevention of metal in marine environment	11
Al2O3-modified 7YSZ thermal barrier coatings for protection against volcanic ash corrosion	11
Thermodynamic non-ideality and disorder heterogeneity in actinide silicate solid solutions	11
Localized corrosion induced surface modifications of Al-Cu-Li alloy studied by ToF-SIMS 3D imaging	11
A model study on controlling dealloying corrosion attack by lateral modification of surfactant inhibitors	11
Bio-inspired self-healing and anti-corrosion waterborne polyurethane coatings based on highly oriented graphene oxide	11
Enhancement of exogenous riboflavin on microbiologically influenced corrosion of nickel by electroactive Desulfovibrio vulgaris biofilm	11
Investigating defects and annual degradation in UK solar PV installations through thermographic and electroluminescent surveys	11
Degradation of thermal oxide film on pure titanium in an acidic environment containing fluoride	10
Stress-assisted corrosion behaviour of Hastelloy N in FLiNaK molten salt environment	10
Initial atomic-scale oxidation pathways on a Ni–15Cr(100) alloy surface	10
Corrosion and metal release characterization of stainless steel 316L weld zones in whey protein solution	10
Do titanium biomaterials get immediately and entirely repassivated? A perspective	10
Crystallographic effects on transgranular chloride-induced stress corrosion crack propagation of arc welded austenitic stainless steel	10
High-temperature oxidation performance of Ni-based GH3536 superalloy fabricated by laser powder bed fusion	10
Long-term aging of CVD grown 2D-MoS2 nanosheets in ambient environment	10
Molecular scale insights into interaction mechanisms between organic inhibitor film and copper	10
A comparative study of the dissolution mechanisms of amorphous and crystalline feldspars at acidic pH conditions	10
Data-driven pitting evolution prediction for corrosion-resistant alloys by time-series analysis	9
Data analytics approach to predict high-temperature cyclic oxidation kinetics of NiCr-based Alloys	9
Evidence for different behaviors of atmospheric glass alteration as a function of glass composition	9
Cleavage-dissolution assisted stress corrosion cracking under elastic loads	9
Enhanced pitting resistance of directed energy deposition 316L stainless steel by post-manufacturing heat treatment	9
Understanding radiation-thermal aging of polydimethylsiloxane rubber through molecular dynamics simulation	9
Accelerated sulfate reducing bacteria corrosion of X80 pipeline steel welded joints under organic carbon source starvation	9
Effect of nitrogen content on corrosion behavior of high-nitrogen austenitic stainless steel	9
Probing top-of-the-line corrosion using coupled multi-electrode array in conjunction with local electrochemical measurement	8
The influence of iron-binding ligands in the corrosion of carbon steel driven by iron-reducing bacteria	8
Surface evolution and corrosion behaviour of Cu-doped carbide-reinforced martensitic steels in a sulfuric acid solution	8
Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis	8
Insights on the corrosion thermodynamics of chromium in molten LiF-NaF-KF eutectic salts	8
Insights into the influence of oxide inclusions on corrosion performance of additive manufactured magnesium alloys	8
Investigation on boron and iodine behavior during nuclear glass vapor hydration	8
Effect of climatic parameters on marine atmospheric corrosion: correlation analysis of on-site sensors data	8
Corrosion fatigue behavior of electron beam melted iron in simulated body fluid	8
Effect of surface termination on the balance between friction and failure of Ti3C2Tx MXenes	8
Role of gradient nanograined surface layer on corrosion behavior of aluminum 7075 alloy	8
Unveiling nano-scaled chemical inhomogeneity impacts on corrosion of Ce-modified 2507 super-duplex stainless steels	8
Recognition of NiCrAlY coating based on convolutional neural network	8
An integrated metagenomic and metabolite profiling study of hydrocarbon biodegradation and corrosion in navy ships	8
Examining oxidation in β-NiAl and β-NiAl+Hf alloys by stochastic cellular automata simulations	8
Molecular dynamic study of radiation-moisture aging effects on the interface properties of nano-silica/silicone rubber composites	8
The evolution of pit morphology and growth kinetics in aluminum during atmospheric corrosion	8
Controllable degradation behavior of Mg-Sr-Y alloys for the bio-applications	8
On the effect of Al on alumino-borosilicate glass chemical durability	8
Numerical simulation of carbon steel atmospheric corrosion under varying electrolyte-film thickness and corrosion product porosity	8
Antimicrobial enhancement via Cerium (II)/Lanthanum (III)‐doped TiO2 for emergency leak sealing polyurea coating system	7
Unraveling the role of tungsten as a minor alloying element in the oxidation NiCr alloys	7
Molybdenum effects on the stability of passive films unraveled at the nanometer and atomic scales	7
Unprotected sidewalls of implantable silicon-based neural probes and conformal coating as a solution	7
Bioerosion of siliceous rocks driven by rock-boring freshwater insects	7
Two-phase transport in a cemented waste package considering spatio-temporal evolution of chemical conditions	7
A comparison study of crevice corrosion on typical stainless steels under biofouling and artificial configurations	7
Influence of high heating rates on evolution of oxides on directed laser energy additively fabricated IN718	7
Localized corrosion and repassivation behaviors of additively manufactured titanium alloys in simulated biomedical solutions	7
Corrosion of ternary borosilicate glass in acidic solution studied in operando by fluid-cell Raman spectroscopy	7
Corrosion inhibition at emergent grain boundaries studied by DFT for 2-mercaptobenzothiazole on bi-crystalline copper	6
Electrochemical tomography as a nondestructive technique to study localized corrosion of metals	6
Impact of a Mn-oxidizing bacterial strain on the dissolution and browning of a Mn-bearing potash-lime silicate glass	6
Electrochemical corrosion of multiphase stainless steel-based alloy nuclear waste forms	6
Study on corrosion, hydrogen permeation, and stress corrosion cracking behaviours of AISI 4135 steel in the tidal zone	6
Searching for chromate replacements using natural language processing and machine learning algorithms	6
Formation of calcareous deposits in the tidal zone and its effect on cathodic protection	6
The effect of metals on zeolite crystallization kinetics with relevance to nuclear waste glass corrosion	6
A multiparametric study on the dissolution of synthetic brannerite	6
Smart coating with dual-pH sensitive, inhibitor-loaded nanofibers for corrosion protection	6
Understanding the passive behaviour of low-chromium high-strength Hybrid steel in corrosive environments	6
Predicting corrosion inhibition efficiencies of small organic molecules using data-driven techniques	6
Fundamental insights into the stabilisation and chemical degradation of the corrosion product scales	6
Corrosion performance and degradation mechanism of a bi-metallic aluminum structure processed by wire-arc additive manufacturing	6
Small molecule additives in multilayer polymer-clay thin films for improved heat shielding of steel	6
Effects of irradiation on the mechanisms controlling the residual rate of an alumino-borosilicate glass	6
On the role of Al/Nb in the SCC of AFA stainless steels in supercritical CO2	6
An additively manufactured magnesium-aluminium alloy withstands seawater corrosion	6
An intelligent framework for forecasting and investigating corrosion in marine conditions using time sensor data	6
Alpha dose rate and decay dose impacts on the long-term alteration of HLW nuclear glasses	6
Role of segregation behavior of Cu and Sb in the region of inclusions on initial corrosion	6
Activity gradient driven mass transport in molten fluoride salt medium	6

Estimating the activation energy of bond hydrolysis by time-resolved weighing of dissolving crystals	6
Organic nanotubes for smart anticorrosion and antibiofouling coatings	6
Corrosion-induced hydrogen evolution, absorption, and cracking behaviors of ultra-high-strength galvanized and galvannealed steel sheets	6
Dynamic substrate reactions during room temperature heavy ion irradiation of CoCrCuFeNi high entropy alloy thin films	6
Study on abnormal hot corrosion behavior of nickel-based single-crystal superalloy at 900 °C after drilling	6
In-operando analysis of the corrosion patterns and rates under magnetic fields using metallic film	5
Recent research progress on the passivation and selective oxidation for the 3d-transition-metal and refractory multi-principal element alloys	5
Applying laboratory methods for durability assessment of vitrified material to archaeological samples	5
Mechanistic origins of corrosion protection of aluminum alloys by graphene/polyetherimide nanocomposite coatings	5
Effect of surface modification on interfacial behavior in bioabsorbable magnesium wire reinforced poly-lactic acid polymer composites	5
Mitigating the detrimental effects of galvanic corrosion by nanoscale composite architecture design	5
Effect of test media on the crevice corrosion of stainless steel by sulfate reducing bacteria	5
Structure--property relationship and chemical durability of magnesium-containing borosilicate glasses with insight from topological constraints	5
Classification and spatial mapping of atmospheric corrosion of China	5
Temporal and spatial evolution of enzymatic degradation of amorphous PET plastics	5
Comparison of short-range order in irradiated dysprosium titanates	5
Research on the degradation of ancient Longquan celadons in the Dalian Island shipwreck	5
The fate of Si and Fe while nuclear glass alters with steel and clay	5
3D printed N-doped CoCrFeNi high entropy alloy with more than doubled corrosion resistance in dilute sulphuric acid	5
Tandem GCIB-ToF-SIMS and GCIB-XPS analyses of the 2-mercaptobenzothiazole on brass	5
A machine learning microstructurally predictive framework for the failure of hydrided zirconium alloys	5
Strong and ductile Fe-24Mn-3Cr alloy resistant against erosion-corrosion	5
The corrosion behavior of EW75 magnesium alloy in the research vessel KEXUE during the ocean voyage	5
Elemental partitioning and corrosion resistance of Ni–Cr alloys revealed by accurate ab-initio thermodynamic and electrochemical calculations	4
Mineral weathering by Collimonas pratensis PMB3(1) as a function of mineral properties, solution chemistry and carbon substrate	4
Hardness and corrosion behavior of an Al-2Mn alloy with both microstructural and chemical gradients	4
High-throughput screening of zwitterion-based coatings towards improved mechanical stability and drug-loading capacity	4
Degradation analysis of tribologically loaded carbon nanotubes and carbon onions	4
Improved oxidation resistance of Cr-Si coated Zircaloy with an in-situ formed Zr2Si diffusion barrier	4
Protective coatings for ceramic artefacts exposed to UV ageing	4
Heat treatment effects on the corrosion performance of wire arc additively manufactured ER316LSi stainless steel	4
Electrochemical characterization and degradation of carbon fibre reinforced polymer in quiescent near neutral chloride media	4
Effect of thermo-oxidative aging on the Payne effect and hysteresis loss of carbon-black filled rubber vulcanizates	4
Synergistic effect of crevice corrosion and galvanic coupling on 304SS fasteners degradation in chloride environments	4
Surface interfacial analysis of simulant high level nuclear waste glass dissolved in synthetic cement solutions	4
An effective way to control the radical reaction and its mechanism in EPDM under γ-ray irradiation	4
Towards weathering and corrosion resistant, self-warning and self-healing epoxy coatings with tannic acid loaded nanocontainers	4