npj Materials Degradation

Article	Citations
Investigating molybdenum’s sulphur scavenging ability for MoS2 formation in preventing pitting corrosion of stainless steels	872
Corrosion resistant coating fabrication through synergies between SiOC conversion and iron oxidation at high temperatures	137
Mild steel corrosion behavior in a coastal megacity relevant to China Pakistan economic corridor	136
Corrosion behavior of an in situ consolidated nanocrystalline Al-V alloy	101
Systematic quantification of hydrogen in pipeline steel by atom probe tomography after ambient charging and transfer	90
Corrosion behavior of additively manufactured FeCrAl in out-of-pile light water reactor environments	89
Architecture of oxidation protective scale on the surface of nanoparticles reinforced FeCrB alloys to resist the liquid aluminum corrosion	84
Rapid prediction of cementitious initial sorptivity via surface wettability	79
Microscale chemical imaging to characterize and quantify corrosion processes at the metal-electrolyte interface	74
Mechanisms and energetics of calcium aluminosilicate glass dissolution through ab initio molecular dynamics-metadynamics simulations	74
Comparative statistical analysis of pitting in Two 2205 duplex stainless steel variants	72
Improvement of stress corrosion cracking resistance by low cycle fatigue of a CrNiMoV steel	70
Pitting corrosion characteristics of sintered Type 316 L stainless steel: relationship between pores and MnS	59
Effect of nitrogen content on corrosion behavior of high-nitrogen austenitic stainless steel	59
Machine-learning-guided descriptor selection for predicting corrosion resistance in multi-principal element alloys	55
The GRAAL2 glass alteration model: initial qualification on a simple chemical system	54
Searching the chemical space for effective magnesium dissolution modulators: a deep learning approach using sparse features	53
Critical differences in early-stage oxidation of Ni-Cr and Ni-Cr-Mo alloys	52
Electrochemical characteristics and damage mechanism in scrubber washing water of UNS N08367 with plasma ion nitriding and electropolishing	44
Long-term aging of CVD grown 2D-MoS2 nanosheets in ambient environment	43
Radiation damages the silicates present in polyphasic mineral aggregates causing concrete’s degradation	42
Advances in microbial corrosion of metals induced via extracellular electron transfer by Shewanella oneidensis MR-1	39
Formation of calcareous deposits in the tidal zone and its effect on cathodic protection	38
Controllable degradation behavior of Mg-Sr-Y alloys for the bio-applications	37
Impact of ruthenium metallic particles on the dissolution of UO2 in nitric acid	36

Fracture analysis under modes I and II of adhesive joints on CFRP in saline environment	36
Enhancing mechanical strength and tribological performance in tin bronze alloys via rolling treatment	35
Fire-retardant effect of titania-polyurea coating and additional enhancement via aromatic diamine and modified melamine polyphosphate	34
Hybrid heat-source solid-state additive manufacturing of 5A06 deposition with favorable mechanical and electrochemical performance	33
Author Correction: Compatibility of ethylene vinyl acetate (EVA)/ethylene vinyl alcohol (EVOH)/EVA films with gamma, electron-beam, and X-ray irradiation	33
Effect of microstructure on hydrogen permeation and trapping in natural gas pipeline steels	32
Investigate the role of fungal communities associated with a historical manuscript from the 17th century in biodegradation	32
Insights into the various mechanisms by which Shewanella spp. induce and inhibit steel corrosion	32
Three-dimensional strain imaging of irradiated chromium using multi-reflection Bragg coherent diffraction	32
Superior performance of 18Mn3Cr0.5Mo1V ferrous alloy for strength, ductility, and prolonged corrosion resistance in seawater	32
Assessing the feasibility of using a data-driven corrosion rate model for optimizing dosages of corrosion inhibitors	32
Harnessing bacterial power: advanced strategies and genetic engineering insights for biocorrosion control and inhibition	32
Optimizing the corrosion performance of rust layers: role of Al and Mn in lightweight weathering steel	31
Effects of europium doping on thermal property and failure behaviour of Gd2Zr2O7 thermal barrier coatings	31
Long-term corrosion performance of superhydrophobic vs. superhydrophilic laser-modified AA2024 surfaces under ambient storage	31
Thermogravimetric insights into decomposition and lifetime prediction in STSI glass-ceramics	29
Study on the corrosion behavior of NiTi shape memory alloys fabricated by electron beam melting	29
Comparative study of the structure and durability of commercial silicate glasses for food consumption and cosmetic packaging	28
Insights into long term glass corrosion mechanisms from the Ballidon experiment	28
Insights from quasi-in situ cryogenic-transfer atom probe tomography for analyzing hydrogen diffusion in metallic alloys	28
Protective coatings for ceramic artefacts exposed to UV ageing	27
Molybdenum effects on the stability of passive films unraveled at the nanometer and atomic scales	27
A review of biomaterial degradation assessment approaches employed in the biomedical field	26
Author Correction: Long-term aging of CVD grown 2D-MoS2 nanosheets in ambient environment	26
The corrosion behavior of EW75 magnesium alloy in the research vessel KEXUE during the ocean voyage	26
Polyepitaxial grain matching to study the oxidation of uranium dioxide	26
Metallurgical pathways of lead leaching from brass	25
Transport phenomena during aqueous corrosion of silicate glass—New insights from theoretical analysis of diffusion with a moving boundary	25
Effect of Nb contents on the passivation behavior of high-strength anti-seismic rebar in concrete environments	25
Insight into the structure and chemical durability of Cr-bearing lead crystal glass	24
Inhibitor_Mol_VAE: a variational autoencoder approach for generating corrosion inhibitor molecules	23
Effects of environmental factors on copper corrosion in an aerobic deep geological repository	23
Hydrogen embrittlement and strain rate sensitivity of electrodeposited copper: part I – the effect of hydrogen content	23
High-precision in situ 3D ultrasonic imaging of localized corrosion-induced material morphological changes	23
Fusion of multi source data for atmospheric corrosion evaluation using sensors and image recognition	23
Electrodeposited graphene/layered double hydroxides micro/nanocontainers for both passive and active corrosion protection	23
Hydrogen diffusivity, solubility, and embrittlement of high-strength copper alloys in comparison to stainless steel	22
Localized corrosion behavior and surface corrosion film microstructure of a commercial dual-phase LZ91 Mg alloy	22
Rapid screening of the stability of polyacrylamide-based hydrogel coatings via droplet microarray analysis and interpretable machine learning	22
Elemental partitioning and corrosion resistance of Ni–Cr alloys revealed by accurate ab-initio thermodynamic and electrochemical calculations	22
Understanding the passive behaviour of low-chromium high-strength Hybrid steel in corrosive environments	22
Enhancement resistance to microbiologically influenced stress corrosion of Cu-bearing steel against Bacillus cereus	21
Biofilm driven bioweathering on limestone; a humidity dependent process	21
Stress-assisted corrosion behaviour of Hastelloy N in FLiNaK molten salt environment	20
XGBoost model for the quantitative assessment of stress corrosion cracking	20
Experimental and DFT-based computational study on corrosion behavior of micro-alloyed steel in 3.5% NaCl solution	20
Multilayer PEO coatings with encapsulated cerium for active corrosion protection of aluminium	19
Antimicrobial enhancement via Cerium (II)/Lanthanum (III)‐doped TiO2 for emergency leak sealing polyurea coating system	19
An irreversible hydrogenochromic sensor applicable to corrosion environments with high sensitivity and high spatial resolution	19
Defect interactions with the microstructure in multi-principal element alloys and the role of phase separation and precipitation	19

Reviewing machine learning of corrosion prediction in a data-oriented perspective	18
Corrosion behavior of Limnoperna fortunei on carbon steel in freshwater environments	18
Passivation and corrosion of Al current collectors in lithium-ion batteries	18
Advancing LightGBM with data augmentation for predicting the residual strength of corroded pipelines	18
Influence of multilayer sea sand and Shewanella algae on the corrosion behavior of 316 SS	18
Interpretable machine learning for maximum corrosion depth and influence factor analysis	18
Evaluating radiation-induced corrosion depths in copper canisters of varying thicknesses for KAERI reference disposal system	18
Metastable cellular structures govern localized corrosion damage development in additive manufactured stainless steel	17
Understanding early-stage radiation damage in nuclear alloys through positron annihilation and semi-empirical modeling	17
Do titanium biomaterials get immediately and entirely repassivated? A perspective	17
Design and fabrication of a stable Ni-PTFE-SiC superhydrophobic anticorrosive coating by electrodeposition	17
Feedback effect of the size of mineral particles on the molecular mechanisms employed by Caballeronia mineralivorans PML1(12) to weather minerals	17
Optimizing the comprehensive properties of PBF-LB/M Ti6Al4V alloy in nitric acid by heat treatment	17
Electrochemical characterization and degradation of carbon fibre reinforced polymer in quiescent near neutral chloride media	17
Mechanisms of corrosive freeze-thaw damage in AA7075 using time-resolved x-ray microtomography and correlative electron microscopy	16
Classification and spatial mapping of atmospheric corrosion of China	16
Corrosion resistance of additively manufactured aluminium alloys for marine applications	16
Grain boundary energy affected initial oxidation on Ni-based superalloy revealed by in situ environmental TEM	16
Sublethal THPS accelerates Pseudomonas-associated steel corrosion by stimulating biofilm development and microbial electron uptake	15
Coupling of radiation and grain boundary corrosion in SiC	15
Effects of the microstructure and retained/reversed austenite on the corrosion behavior of NiCrMoV/Nb high-strength steel	15
MoCoB metallic glass microwire catalysts for highly efficient and pH-universal degradation of wastewater	15
Numerical simulation of carbon steel atmospheric corrosion under varying electrolyte-film thickness and corrosion product porosity	15
Alteration of medieval stained glass windows in atmospheric medium: review and simplified alteration model	15
DATACORTECH: artificial intelligence platform for the virtual screen of aluminum corrosion inhibitors	15
Synergistic enhancement: realizing superior strength, ductility and degradation performance in pure magnesium	15
Thermal recovery of radiation-induced structural and electronic degradation in β-SiC nanopowders	15
Effects of electropolishing and plasma ion nitriding on UNS S31603 corrosion in ship scrubber water	15
Evaluating dealloying as a precursor to stress corrosion cracking: a micro-mechanical testing approach	14
A generative diffusion-based AI-model to scrutinise the microstructural degradation of isothermally aged Cu-SAC305 interfaces	14
Silicon ion radiation as a viable surrogate for emulating neutron radiation damage in silicates	14
Enhanced pitting resistance of directed energy deposition 316L stainless steel by post-manufacturing heat treatment	14
Accelerated corrosion and electrochemical characteristics of carbon-coated titanium bipolar plates by doctor-blade technology for PEMFC	14
Unsupervised process monitoring of corrosion based on electrochemical noise and multivariate image analysis	14
A critical review of the recent advances in inclusion-triggered localized corrosion in steel	14
The effect of metals on zeolite crystallization kinetics with relevance to nuclear waste glass corrosion	14
A machine learning approach for corrosion small datasets	14
Enhanced corrosion resistance of additively manufactured stainless steel by modification of feedstock	14
On the role of Al/Nb in the SCC of AFA stainless steels in supercritical CO2	13
High temperature testing of PEEK and PPS coatings on copper wires	13
Corrosion assessment and mitigation in wastewater systems: a comprehensive review	13
Effects of iron corrosion products on the degradation of bentonite structure and properties	13
Oxic corrosion model for KAERI Reference disposal system via O2 consumption reactions and mixed-potential theory	13
Role of MnS in the intergranular corrosion and depassivation of sensitized Type 304 stainless steel	13
Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis	13
Surface interfacial analysis of simulant high level nuclear waste glass dissolved in synthetic cement solutions	13
Super-resolved microstructure of pyrolyzing superlight ablators	13
Unveiling the effect of composition on nuclear waste immobilization glasses’ durability by nonparametric machine learning	12
Polymerised forms in the zirconium conversion coatings on cold-rolled steel: proof of concept	12
Interpretable material descriptors for critical pitting temperature in austenitic stainless steel via machine learning	12
High-throughput investigation and finite element modelling of atmospheric corrosion on carbon steel under varying droplets	12
PVD Ce-coating to mitigate intergranular oxidation of additively manufactured Ni-base alloy IN625	12
Short-time high-temperature oxidation behavior of nanocrystalline Ta coating at 850 °C	12
Surface treatments on commercial glasses: durable impact on the retention of lead, barium and boron	12
Compressive strength degradation of engineered bamboo subjected to fungal attack	12
Multi-objective optimization of corrosion resistance, strength, ductility properties of weathering steel utilizing interpretable attention-based deep learning model	12
A greyscale erosion algorithm for tomography (GREAT) to rapidly detect battery particle defects	12
Insights into the degradation mechanism of Fe-40Ni-15Co superalloy exposed to marine atmospheric and high-temperature conditions	12
Corrosion mechanism of steel influenced by different types of exopolysaccharides-mediated biofilms	12
Inhibition of the localised corrosion of AA2024 in chloride solution by 2-mercaptobenzimidazole and octylphosphonic acid	12
Mineral weathering by Collimonas pratensis PMB3(1) as a function of mineral properties, solution chemistry and carbon substrate	11
How much hydrogen is in green steel?	11
Organometallic complexation phenomenon observed during the natural aging of polyester urethane in the presence of iron corrosion	11
Organic carbon source controlled microbial olivine dissolution in small-scale flow-through bioreactors, for CO2 removal	11
Activity gradient driven mass transport in molten fluoride salt medium	11
Accelerated sulfate reducing bacteria corrosion of X80 pipeline steel welded joints under organic carbon source starvation	11
Machine learning assisted discovery of high-efficiency self-healing epoxy coating for corrosion protection	11
Molecular dynamics study of grain boundaries as defect sinks under irradiation in LiAlO2 and LiAl5O8	11
A fully coupled Hydraulic Mechanical Chemical approach applied to cementitious material damage due to carbonation	11
The oxidation behavior and interfacial reaction between SiO2 coating and Ti45Al8.5Nb alloy	11
Localized corrosion and repassivation behaviors of additively manufactured titanium alloys in simulated biomedical solutions	11
Nanostructured NiCoFeCr alloy with superior high-temperature irradiation resistance	11
Al2O3-modified 7YSZ thermal barrier coatings for protection against volcanic ash corrosion	11
Oxidation kinetic behavior and microstructure mechanism of GH3536 alloy fabricated by laser powder bed fusion	11
UV LED ageing of polymers for PV cell encapsulation	10
Rational determination of real-time corrosion rates based on ultrasonic wall thickness loss data	10
Thermodynamic evaluation of the aerial and aqueous oxidation of Al – Mg, Al – Si and Al – Mg – Si system alloys at 298 K	10
Optimum corrosion performance using microstructure design and additive manufacturing process control	10
Correlative, ML-based and non-destructive 3D-analysis of intergranular fatigue cracking in SAC305-Bi solder balls	10
Advanced zinc-polymer composites for marine corrosion protection and self-healing	10

Fatigue failure analysis of high-strength steel in seawater corrosion environment	10
Oxygen-sensitive nanoparticles reveal the spatiotemporal dynamics of oxygen reduction during magnesium implant biodegradation	10
Undetected perovskite phase interference with zirconolite dissolution measurements	10
Improving HIC resistance of pipe-steel by Ti/Mg treatment with insights into hydrogen migration	10
Dynamics of early-stage oxide formation on a Ni-Cr-Mo alloy	10
Riboflavin-mediated extracellular electron transfer enhances microbiologically influenced corrosion of 316L stainless steel by Listeria monocytogenes	10
Corrosion resistance prediction of high-entropy alloys: framework and knowledge graph-driven method integrating composition, processing, and crystal structure	10
Bayesian calibration of irradiated graphite property models under high temperatures	10
Mitigating the detrimental effects of galvanic corrosion by nanoscale composite architecture design	10
Effect of climatic parameters on marine atmospheric corrosion: correlation analysis of on-site sensors data	9
Virtual-real combination evaluation method and digital twin technology exploration for deep-sea corrosion	9
Calcia magnesia alumino silicate (CMAS) corrosion attack on thermally sprayed thermal barrier coatings: a comprehensive review	9
Metagenomic insights into nutrient and hypoxic microbial communities at the macrofouling/steel interface leading to severe MIC	9
Corrosion inhibition mechanisms of 2-mercaptobenzothiazole on AA2024 T3 aluminium alloy	9
Temporal and spatial evolution of enzymatic degradation of amorphous PET plastics	9
Effects of Si, Mn, Ti and Ce on oxidation of Fe-Cr alloys in water vapour	9
Spatial distribution of primary radiation damage in microstructures	9
Dendrite corrosion of 316L stainless steel weld joint in NaCl–MgCl2 molten salt loop	9
Power loss and hotspot analysis for photovoltaic modules affected by potential induced degradation	9
Exploring high corrosion-resistant refractory high-entropy alloy via a combined experimental and simulation study	9
Investigation of corrosion behavior of 16Mn steel gusset plates in marine alternating dry-wet environments using response surface methodology	9
Potentiodynamic polarization curves of AA7075 at high scan rates interpreted using the high field model	9
Dynamic assessment of titanium surface oxides following mechanical damage reveals only partial passivation under inflammatory conditions	9
Laying the experimental foundation for corrosion inhibitor discovery through machine learning	9
Monitoring the chemical and structural changes during progressive aqueous alteration of silica thin films deposited by CVD process : accurate thickness loss rates measurements	9
A hybrid triboelectric nanogenerator for enhancing corrosion prevention of metal in marine environment	9
In situ microscopic investigation of ion migration on the surface of chromium coated steels	9
Formation and evolution of secondary phases and surface altered layers during borosilicate glass corrosion in pore water	9
Simultaneous accelerated stress testing of membrane electrode assembly components in polymer electrolyte fuel cells	8
Deep learning corrosion detection with confidence	8
Exfoliation of an extruded Mg-4Li-1Ca alloy in presence of glucose and bovine serum albumin	8
In situ detection of spatial distribution information of temperature-pH-strain of sandstone cultural relics	8
Degradation of thermal oxide film on pure titanium in an acidic environment containing fluoride	8
Influence of Cr(III) on the formation and transformation of corrosion products of steel in marine environments	8
The effectiveness of TRIS and ammonium buffers in glass dissolution studies: a comparative analysis	8
Bayesian optimization of biodegradable polymers via machine learning driven features from low-field NMR data	8
Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys	8
Insights into the influence of oxide inclusions on corrosion performance of additive manufactured magnesium alloys	8
Bayesian assessment of commonly used equivalent circuit models for corrosion analysis in electrochemical impedance spectroscopy	8
Author Correction: Corrosion behavior and cellular automata simulation of carbon steel in salt-spray environment	8
Structure--property relationship and chemical durability of magnesium-containing borosilicate glasses with insight from topological constraints	8
Effect of Mo and Sn co-regulation on low alloy steel corrosion in tropical marine atmosphere	8
Corrosion type identification in flanged joints using recurrent neural networks on electrochemical noise measurements	8
Functional development of extracts from the invasive plant water hyacinth for steel corrosion protection	8
A review of displacement cascade simulations using molecular dynamics emphasizing interatomic potentials for TPBAR components	8
Author Correction: Plastic injection molding dies using hybrid additively manufactured 420/CX stainless steels: electrochemical considerations	8
Influence of fuel combustion on the corrosion behavior of pipeline steels in fire flooding technology	8
Study on the crystallographic orientation dependent electrochemical corrosion rates of aluminum and its binary alloys	7
Galvanic corrosion behavior of welded joint in marine atmosphere environment based on capillary microcell	7
Influence of radiation on borosilicate glass leaching behaviors	7
Role of gradient nanograined surface layer on corrosion behavior of aluminum 7075 alloy	7
The effect of topological design on the degradation behavior of additively manufactured porous zinc alloy	7
Effect of structural disorder induced by external irradiation with heavy ions on the alteration of a four oxide borosilicate glass	7
Accurate segmentation of localized corrosion in structural alloys via deep learning	7
The evolution of pit morphology and growth kinetics in aluminum during atmospheric corrosion	7
Sensor degradation in nuclear reactor pressure vessels: the overlooked factor in remaining useful life prediction	7
Insights on the corrosion thermodynamics of chromium in molten LiF-NaF-KF eutectic salts	7
Dynamics of microbial communities on the corrosion behavior of steel in freshwater environment	7
The effect of variable humidity on corrosion fatigue of AA7085-T7451 with surface salt deposits	7
Effect of test media on the crevice corrosion of stainless steel by sulfate reducing bacteria	7
Alteration of archeological and natural analogs for radioactive waste glass under different environmental conditions	7
Laboratory studies of ship hull’s material degradation scenarios to optimize a cathodic protection modelling software	7
Prediction of coating degradation based on “Environmental Factors–Physical Property–Corrosion Failure” two-stage machine learning	7
Nickel free high nitrogen stainless steels with superior corrosion resistance and mechanical properties for coronary stents	7
Molten CMAS resistance strategy for PS-PVD TBCs based on laser textured and Al-modified bionic structure	7
Element-resolved electrochemical database: AESEC polarization curves of ZnAlMg alloy coating constituents	7
Author Correction: Effect of bias potential and dimension on electrochemical migration of capacitors for implantable devices	7
Evaluating biocide efficacy in mixed-species biofilms: insights from a dual anaerobic biofilm reactor	7
Synthesis of UV-resistant and colorless polyimide films for optoelectrical applications	6
Structure controlling strategy towards the high-temperature oxidation in multilayered coatings: an experience from Cr/CrAlN system	6
Effects of natural aging on hydrophilicity and mechanical properties of PDMS in various storage environments	6
Short-term oxidation behavior of Cr-coated Zr-1Nb in severe accident environments: steam and air	6
The microstructure-corrosion relationships in laser-welded dissimilar steel-to-aluminium joints	6
Influence of Nb/V on the corrosion behavior of high-strength anti-seismic rebar in marine environments	6
Mechanisms and kinetic model for steel corrosion in unsaturated cementitious materials	6
Unveiling the mechanism behind irregular inclusions triggering no HIC cracks in steels	6
High-temperature oxidation performance of Ni-based GH3536 superalloy fabricated by laser powder bed fusion	6
ISG-2: properties of the second International Simple Glass	6
Impact of B and Al on the initial and residual dissolution rate of alumino-boro-silicate glasses. Part II: gel properties	6
The influence of texture density and free surface energy on the corrosion resistance of laser-textured 316L stainless steel	6
Anodic dissolution mechanisms of iron in bentonite slurries	6
Biosoluble ceramic fiber reinforced poly(L-lactic acid) bone scaffold: degradation and bioactivity	6
Dependency of tensile properties and biodegradation on molecular mass during hydrolysis of poly(butylene succinate)	6
Organic nanotubes for smart anticorrosion and antibiofouling coatings	6
Interpass temperature effects on WAAM ER316L stainless steel corrosion using potentiostatic pulse tests	6
Evaluation of low-carbon cementitious composites in marine environment for coastal protection and artificial reef substrate	6
Insights into gel maturation from alteration of borosilicate glass from 7 days to 27 years	6
Corrosion performance of wire arc additively manufactured NAB alloy	6
Machine learning for modeling intergranular stress corrosion cracking of stainless steels in light water reactors with uncertainty quantification and explainability	6
Improving the degradation and magnetization performance of FePC amorphous alloys by annealing treatment	6
Origin of enhanced passivity of Cr–Fe–Co–Ni–Mo multi-principal element alloy surfaces	5
Bio-inspired self-healing and anti-corrosion waterborne polyurethane coatings based on highly oriented graphene oxide	5
Long-term corrosion monitoring of carbon steels and environmental correlation analysis via the random forest method	5
Understanding the effect of microstructure and composition on localized corrosion susceptibility of 6xxx aluminum alloys	5
Accelerating corrosion inhibitor discovery through computational routes: a case of naphthalene 1-thiocarboxamide	5