npj Materials Degradation

Article	Citations
Investigating molybdenum’s sulphur scavenging ability for MoS2 formation in preventing pitting corrosion of stainless steels	1102
Corrosion behavior of additively manufactured FeCrAl in out-of-pile light water reactor environments	128
Mild steel corrosion behavior in a coastal megacity relevant to China Pakistan economic corridor	115
Systematic quantification of hydrogen in pipeline steel by atom probe tomography after ambient charging and transfer	109
Mechanisms and energetics of calcium aluminosilicate glass dissolution through ab initio molecular dynamics-metadynamics simulations	104
Architecture of oxidation protective scale on the surface of nanoparticles reinforced FeCrB alloys to resist the liquid aluminum corrosion	96
Pitting corrosion characteristics of sintered Type 316 L stainless steel: relationship between pores and MnS	91
Understanding hydrogen permeation in zinc flake coatings for hydrogen embrittlement mitigation	87
Microscale chemical imaging to characterize and quantify corrosion processes at the metal-electrolyte interface	80
Improvement of stress corrosion cracking resistance by low cycle fatigue of a CrNiMoV steel	73
Multi-head attention network for prediction of irradiation embrittlement in reactor pressure vessel steels	68
Corrosion resistant coating fabrication through synergies between SiOC conversion and iron oxidation at high temperatures	64
Effect of nitrogen content on corrosion behavior of high-nitrogen austenitic stainless steel	59
Comparative statistical analysis of pitting in Two 2205 duplex stainless steel variants	57
Rapid prediction of cementitious initial sorptivity via surface wettability	56
Searching the chemical space for effective magnesium dissolution modulators: a deep learning approach using sparse features	55
Incorporating alkali-catalyzed nano-silica sol to enhance the durability of sodium carbonate-activated slag mortar in aggressive environments	48
Radiation damages the silicates present in polyphasic mineral aggregates causing concrete’s degradation	47
Multimodal prediction model for concrete freeze-thaw damage based on natural language processing and deep neural network	46
Materials Acceleration Platform for Electrochemistry: a Platform for Autonomous Electrochemistry	45
Effect of electron beam surface melting on the microstructure and corrosion behavior of Ti-4Al-4Zr-2Sn-1.5Mo-Nb-V alloy	45
Critical differences in early-stage oxidation of Ni-Cr and Ni-Cr-Mo alloys	45
Effect of CO2 curing on the performance of the passivation film of steel bars in cement-based materials	44
Evaluating the extent of microbially-induced glass alteration by a subsurface Paenibacillus bacterium	44
Polystyrene photooxidation in natural waters as a precursor to microbial degradation	43

Electrochemical characteristics and damage mechanism in scrubber washing water of UNS N08367 with plasma ion nitriding and electropolishing	42
The GRAAL2 glass alteration model: initial qualification on a simple chemical system	39
Long-term aging of CVD grown 2D-MoS2 nanosheets in ambient environment	38
Controllable degradation behavior of Mg-Sr-Y alloys for the bio-applications	38
Formation of calcareous deposits in the tidal zone and its effect on cathodic protection	38
Advances in microbial corrosion of metals induced via extracellular electron transfer by Shewanella oneidensis MR-1	35
Superior performance of 18Mn3Cr0.5Mo1V ferrous alloy for strength, ductility, and prolonged corrosion resistance in seawater	35
Effects of europium doping on thermal property and failure behaviour of Gd2Zr2O7 thermal barrier coatings	35
Optimizing the corrosion performance of rust layers: role of Al and Mn in lightweight weathering steel	34
Harnessing bacterial power: advanced strategies and genetic engineering insights for biocorrosion control and inhibition	34
Enhancing mechanical strength and tribological performance in tin bronze alloys via rolling treatment	33
Author Correction: Compatibility of ethylene vinyl acetate (EVA)/ethylene vinyl alcohol (EVOH)/EVA films with gamma, electron-beam, and X-ray irradiation	33
Three-dimensional strain imaging of irradiated chromium using multi-reflection Bragg coherent diffraction	32
Insights into the various mechanisms by which Shewanella spp. induce and inhibit steel corrosion	31
Hybrid heat-source solid-state additive manufacturing of 5A06 deposition with favorable mechanical and electrochemical performance	30
A multi parameter approach for predicting initial dissolution rate of silicate glasses	30
Effect of microstructure on hydrogen permeation and trapping in natural gas pipeline steels	30
Fracture analysis under modes I and II of adhesive joints on CFRP in saline environment	30
Assessing the feasibility of using a data-driven corrosion rate model for optimizing dosages of corrosion inhibitors	30
Investigate the role of fungal communities associated with a historical manuscript from the 17th century in biodegradation	30
Artificial aging induced changes in ZnO- and TiO₂-based polyacrylic surface coatings	30
Integrated computational modeling of electromechanical coupling corrosion behavior in titanium alloys	29
Comparative study of the structure and durability of commercial silicate glasses for food consumption and cosmetic packaging	29
Insights from quasi-in situ cryogenic-transfer atom probe tomography for analyzing hydrogen diffusion in metallic alloys	29
Polyepitaxial grain matching to study the oxidation of uranium dioxide	29
Thermogravimetric insights into decomposition and lifetime prediction in STSI glass-ceramics	28
Protective coatings for ceramic artefacts exposed to UV ageing	28
Long-term corrosion performance of superhydrophobic vs. superhydrophilic laser-modified AA2024 surfaces under ambient storage	28
Insights into long term glass corrosion mechanisms from the Ballidon experiment	28
A review of biomaterial degradation assessment approaches employed in the biomedical field	27
Molybdenum effects on the stability of passive films unraveled at the nanometer and atomic scales	27
Study on the corrosion behavior of NiTi shape memory alloys fabricated by electron beam melting	26
Author Correction: Long-term aging of CVD grown 2D-MoS2 nanosheets in ambient environment	26
Metallurgical pathways of lead leaching from brass	25
Inhibitor_Mol_VAE: a variational autoencoder approach for generating corrosion inhibitor molecules	25
Effect of Nb contents on the passivation behavior of high-strength anti-seismic rebar in concrete environments	25
Transport phenomena during aqueous corrosion of silicate glass—New insights from theoretical analysis of diffusion with a moving boundary	25
High-precision in situ 3D ultrasonic imaging of localized corrosion-induced material morphological changes	24
Fusion of multi source data for atmospheric corrosion evaluation using sensors and image recognition	24
Understanding the passive behaviour of low-chromium high-strength Hybrid steel in corrosive environments	23
Hydrogen embrittlement and strain rate sensitivity of electrodeposited copper: part I – the effect of hydrogen content	23
Localized corrosion behavior and surface corrosion film microstructure of a commercial dual-phase LZ91 Mg alloy	23
Effects of environmental factors on copper corrosion in an aerobic deep geological repository	23
Electrodeposited graphene/layered double hydroxides micro/nanocontainers for both passive and active corrosion protection	23
A Self-powered biomimetic pyramidal-structured droplet generator for cathodic protection against metal corrosion	23
Insight into the structure and chemical durability of Cr-bearing lead crystal glass	23
Biofilm driven bioweathering on limestone; a humidity dependent process	22
Defect interactions with the microstructure in multi-principal element alloys and the role of phase separation and precipitation	22
XGBoost model for the quantitative assessment of stress corrosion cracking	22
An irreversible hydrogenochromic sensor applicable to corrosion environments with high sensitivity and high spatial resolution	22

Advancing LightGBM with data augmentation for predicting the residual strength of corroded pipelines	22
Enhancement resistance to microbiologically influenced stress corrosion of Cu-bearing steel against Bacillus cereus	22
Experimental and DFT-based computational study on corrosion behavior of micro-alloyed steel in 3.5% NaCl solution	22
Elemental partitioning and corrosion resistance of Ni–Cr alloys revealed by accurate ab-initio thermodynamic and electrochemical calculations	22
Stress-assisted corrosion behaviour of Hastelloy N in FLiNaK molten salt environment	21
Interpretable machine learning for maximum corrosion depth and influence factor analysis	21
Multilayer PEO coatings with encapsulated cerium for active corrosion protection of aluminium	21
Hydrogen diffusivity, solubility, and embrittlement of high-strength copper alloys in comparison to stainless steel	21
Fabrication and degradation of hierarchical PLA structures via electrospinning and fused filament fabrication	21
Rapid screening of the stability of polyacrylamide-based hydrogel coatings via droplet microarray analysis and interpretable machine learning	21
Passivation and corrosion of Al current collectors in lithium-ion batteries	20
Classification and spatial mapping of atmospheric corrosion of China	20
Evaluating radiation-induced corrosion depths in copper canisters of varying thicknesses for KAERI reference disposal system	20
Influence of multilayer sea sand and Shewanella algae on the corrosion behavior of 316 SS	19
Feedback effect of the size of mineral particles on the molecular mechanisms employed by Caballeronia mineralivorans PML1(12) to weather minerals	19
The impact of gravitational sedimentation on the sulfate-reducing bacterium biofilms formation that induced biocorrosion of X80 steel	19
Corrosion resistance of additively manufactured aluminium alloys for marine applications	19
Optimizing the comprehensive properties of PBF-LB/M Ti6Al4V alloy in nitric acid by heat treatment	19
Mechanisms of corrosive freeze-thaw damage in AA7075 using time-resolved x-ray microtomography and correlative electron microscopy	19
Grain boundary energy affected initial oxidation on Ni-based superalloy revealed by in situ environmental TEM	18
Design and fabrication of a stable Ni-PTFE-SiC superhydrophobic anticorrosive coating by electrodeposition	18
Atomistic modeling of molecular interactions with copper oxides for corrosion inhibition	18
Sublethal THPS accelerates Pseudomonas-associated steel corrosion by stimulating biofilm development and microbial electron uptake	18
MoCoB metallic glass microwire catalysts for highly efficient and pH-universal degradation of wastewater	18
Corrosion behavior of Limnoperna fortunei on carbon steel in freshwater environments	17
Metastable cellular structures govern localized corrosion damage development in additive manufactured stainless steel	17
Effect of volume fractions and aging on Ni-GDC SOFC anode degradation and performance: multiphase-field simulations	17
Understanding early-stage radiation damage in nuclear alloys through positron annihilation and semi-empirical modeling	17
Numerical simulation of carbon steel atmospheric corrosion under varying electrolyte-film thickness and corrosion product porosity	17
Transition of atmospheric corrosion behavior and mechanism of Q420 weathering steel on the Sichuan-Tibet Plateau: critical elevation effect	17
Evaluating and interpreting biodegradability of a tree bark–based green composite through tensile properties	16
Effects of electropolishing and plasma ion nitriding on UNS S31603 corrosion in ship scrubber water	16
Effects of iron corrosion products on the degradation of bentonite structure and properties	16
Unsupervised process monitoring of corrosion based on electrochemical noise and multivariate image analysis	16
Alteration of medieval stained glass windows in atmospheric medium: review and simplified alteration model	16
Coupling of radiation and grain boundary corrosion in SiC	16
Evaluating dealloying as a precursor to stress corrosion cracking: a micro-mechanical testing approach	16
Effects of austenitizing holding time on the stage-dependent corrosion behavior of bainitic weathering steel	16
The effect of metals on zeolite crystallization kinetics with relevance to nuclear waste glass corrosion	16
Thermal recovery of radiation-induced structural and electronic degradation in β-SiC nanopowders	16
DATACORTECH: artificial intelligence platform for the virtual screen of aluminum corrosion inhibitors	16
Oxic corrosion model for KAERI Reference disposal system via O2 consumption reactions and mixed-potential theory	16
Silicon ion radiation as a viable surrogate for emulating neutron radiation damage in silicates	16
Effects of the microstructure and retained/reversed austenite on the corrosion behavior of NiCrMoV/Nb high-strength steel	16
A critical review of the recent advances in inclusion-triggered localized corrosion in steel	16
Green and nano-based strategies for controlling mild steel corrosion in acidic media: a systematic review	16
Synergistic enhancement: realizing superior strength, ductility and degradation performance in pure magnesium	16
Grain ultra-refinement–induced multilayer co-enrichment of Cr and Si in the rust layer enhances corrosion resistance of weathering steel	16
Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis	15
Impact of iron corrosion on the mineralogical evolution of Callovo-Oxfordian claystone: in situ MCO experiment	15
Inhibition of the localised corrosion of AA2024 in chloride solution by 2-mercaptobenzimidazole and octylphosphonic acid	15
Short-time high-temperature oxidation behavior of nanocrystalline Ta coating at 850 °C	15
A machine learning approach for corrosion small datasets	15
A generative diffusion-based AI-model to scrutinise the microstructural degradation of isothermally aged Cu-SAC305 interfaces	15
PVD Ce-coating to mitigate intergranular oxidation of additively manufactured Ni-base alloy IN625	15
Polymerised forms in the zirconium conversion coatings on cold-rolled steel: proof of concept	15
High temperature testing of PEEK and PPS coatings on copper wires	15
Accelerated corrosion and electrochemical characteristics of carbon-coated titanium bipolar plates by doctor-blade technology for PEMFC	15
Surface interfacial analysis of simulant high level nuclear waste glass dissolved in synthetic cement solutions	15
Super-resolved microstructure of pyrolyzing superlight ablators	15
Multi-objective optimization of corrosion resistance, strength, ductility properties of weathering steel utilizing interpretable attention-based deep learning model	15
Insights into the degradation mechanism of Fe-40Ni-15Co superalloy exposed to marine atmospheric and high-temperature conditions	15
Unveiling the effect of composition on nuclear waste immobilization glasses’ durability by nonparametric machine learning	14
Mechanistic insights into oxygen partial pressure–regulated high-temperature oxidation of a Ni–26W–6Cr superalloy	14
Surface treatments on commercial glasses: durable impact on the retention of lead, barium and boron	14
Corrosion assessment and mitigation in wastewater systems: a comprehensive review	14
Achieving a corrosion-resistant Mg-Ca lean alloy by solidification control to sequester parts-per-million-level Fe impurity	14
Novel corrosion protective coating formulations suggested by machine learning of historic test data	14
Mineral weathering by Collimonas pratensis PMB3(1) as a function of mineral properties, solution chemistry and carbon substrate	14
Role of MnS in the intergranular corrosion and depassivation of sensitized Type 304 stainless steel	14
Improving the resilience of earthen heritage to severe rainfall through stabilization with hydrated lime and magnesium oxide	14
Molecular dynamics study of grain boundaries as defect sinks under irradiation in LiAlO2 and LiAl5O8	14
Interpretable material descriptors for critical pitting temperature in austenitic stainless steel via machine learning	14
The oxidation behavior and interfacial reaction between SiO2 coating and Ti45Al8.5Nb alloy	13
High-throughput investigation and finite element modelling of atmospheric corrosion on carbon steel under varying droplets	13
Nanostructured NiCoFeCr alloy with superior high-temperature irradiation resistance	13
How much hydrogen is in green steel?	13
Organic carbon source controlled microbial olivine dissolution in small-scale flow-through bioreactors, for CO2 removal	13
A fully coupled Hydraulic Mechanical Chemical approach applied to cementitious material damage due to carbonation	13
Compressive strength degradation of engineered bamboo subjected to fungal attack	13

Oxidation kinetic behavior and microstructure mechanism of GH3536 alloy fabricated by laser powder bed fusion	13
Al2O3-modified 7YSZ thermal barrier coatings for protection against volcanic ash corrosion	12
Undetected perovskite phase interference with zirconolite dissolution measurements	12
Modulating biofilm distribution to control microbiologically influenced corrosion and mechanical degradation of X80 steel	12
Riboflavin-mediated extracellular electron transfer enhances microbiologically influenced corrosion of 316L stainless steel by Listeria monocytogenes	12
Corrosion mechanism of steel influenced by different types of exopolysaccharides-mediated biofilms	12
Accelerated sulfate reducing bacteria corrosion of X80 pipeline steel welded joints under organic carbon source starvation	12
Machine learning assisted discovery of high-efficiency self-healing epoxy coating for corrosion protection	12
Fatigue failure analysis of high-strength steel in seawater corrosion environment	12
Oxygen-sensitive nanoparticles reveal the spatiotemporal dynamics of oxygen reduction during magnesium implant biodegradation	12
Localized corrosion and repassivation behaviors of additively manufactured titanium alloys in simulated biomedical solutions	12
Probing degradation of Cobalt-free LiNi0.5Mn1.5O4 ceramic cathode in lithium-ion batteries	12
Thermodynamic evaluation of the aerial and aqueous oxidation of Al – Mg, Al – Si and Al – Mg – Si system alloys at 298 K	12
Dynamics of early-stage oxide formation on a Ni-Cr-Mo alloy	12
UV LED ageing of polymers for PV cell encapsulation	11
Hygrothermal degradation of short-glass-fiber reinforced polycarbonate: effect of fiber content and orientation, and modeling	11
Advanced zinc-polymer composites for marine corrosion protection and self-healing	11
Correlative, ML-based and non-destructive 3D-analysis of intergranular fatigue cracking in SAC305-Bi solder balls	11
Rational determination of real-time corrosion rates based on ultrasonic wall thickness loss data	11
In situ microscopic investigation of ion migration on the surface of chromium coated steels	11
Improving HIC resistance of pipe-steel by Ti/Mg treatment with insights into hydrogen migration	11
Optimum corrosion performance using microstructure design and additive manufacturing process control	11
Organometallic complexation phenomenon observed during the natural aging of polyester urethane in the presence of iron corrosion	11
The ambient- and high-temperature oxidation behaviour of U3+N and Ln3+N compounds relevant to spent nuclear fuel	11
Bayesian calibration of irradiated graphite property models under high temperatures	11
Corrosion resistance prediction of high-entropy alloys: framework and knowledge graph-driven method integrating composition, processing, and crystal structure	11
Polymers in the ocean: understanding long-term durability and degradation—a review	11
Time-series profiling of structure–property relationships in biodegradable polymers via NMR-driven data science	10
Formation and evolution of secondary phases and surface altered layers during borosilicate glass corrosion in pore water	10
Investigation of corrosion behavior of 16Mn steel gusset plates in marine alternating dry-wet environments using response surface methodology	10
Temporal and spatial evolution of enzymatic degradation of amorphous PET plastics	10
A hybrid triboelectric nanogenerator for enhancing corrosion prevention of metal in marine environment	10
Electrochemical and microstructural degradation behaviour of stearate modified cement mortar in chloride environments	10
A generalized expression for the estimation of hydrogen diffusion and trapping parameters from permeation testing	10
Resolving the mechanism of inclusion-controlled corrosion in advanced high-strength steels with scanning electrochemical probe microscopy	9
Effects of Si, Mn, Ti and Ce on oxidation of Fe-Cr alloys in water vapour	9
Dynamic assessment of titanium surface oxides following mechanical damage reveals only partial passivation under inflammatory conditions	9
The role of a melanin-like polymer in carbon steel corrosion by Amorphotheca resinae	9
Corrosion type identification in flanged joints using recurrent neural networks on electrochemical noise measurements	9
Dendrite corrosion of 316L stainless steel weld joint in NaCl–MgCl2 molten salt loop	9
Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys	9
Laying the experimental foundation for corrosion inhibitor discovery through machine learning	9
Exploring high corrosion-resistant refractory high-entropy alloy via a combined experimental and simulation study	9
Corrosion inhibition mechanisms of 2-mercaptobenzothiazole on AA2024 T3 aluminium alloy	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
Study of the chemical stability of precursors used for ALD of lithium-containing films by structural and thermal analyses	9
Functional development of extracts from the invasive plant water hyacinth for steel corrosion protection	9
Bayesian optimization of biodegradable polymers via machine learning driven features from low-field NMR data	9
Effect of climatic parameters on marine atmospheric corrosion: correlation analysis of on-site sensors data	9
Metagenomic insights into nutrient and hypoxic microbial communities at the macrofouling/steel interface leading to severe MIC	9
Calcia magnesia alumino silicate (CMAS) corrosion attack on thermally sprayed thermal barrier coatings: a comprehensive review	9
Spatial distribution of primary radiation damage in microstructures	9
Exfoliation of an extruded Mg-4Li-1Ca alloy in presence of glucose and bovine serum albumin	9
In situ detection of spatial distribution information of temperature-pH-strain of sandstone cultural relics	9
A 30-year-old diesel tank: fungal-dominated biofilms cause local corrosion of galvanised steel	9
Influence of radiation on borosilicate glass leaching behaviors	8
Biodegradation of polyurethane odour carriers in natural environment: microbial degradation and material breakdown	8
Nickel free high nitrogen stainless steels with superior corrosion resistance and mechanical properties for coronary stents	8
Virtual-real combination evaluation method and digital twin technology exploration for deep-sea corrosion	8
A review of displacement cascade simulations using molecular dynamics emphasizing interatomic potentials for TPBAR components	8
Revealing the weakest chemical link in the interphase of glass-fiber/polypropylene composites	8
Bayesian assessment of commonly used equivalent circuit models for corrosion analysis in electrochemical impedance spectroscopy	8
Element-resolved electrochemical database: AESEC polarization curves of ZnAlMg alloy coating constituents	8
Sensor degradation in nuclear reactor pressure vessels: the overlooked factor in remaining useful life prediction	8
The effect of topological design on the degradation behavior of additively manufactured porous zinc alloy	8
Author Correction: Plastic injection molding dies using hybrid additively manufactured 420/CX stainless steels: electrochemical considerations	8
Simultaneous accelerated stress testing of membrane electrode assembly components in polymer electrolyte fuel cells	8
Degradation of thermal oxide film on pure titanium in an acidic environment containing fluoride	8
Molten CMAS resistance strategy for PS-PVD TBCs based on laser textured and Al-modified bionic structure	8
Improving long-term control of microbial corrosion and biofouling by a novel insoluble antimicrobial enhancer	8
Enhancement mechanisms of Cr and RE on the corrosion resistance of HRB400 rebar in chloride-containing concrete pore solution	8
The effectiveness of TRIS and ammonium buffers in glass dissolution studies: a comparative analysis	8
Influence of Cr(III) on the formation and transformation of corrosion products of steel in marine environments	8
Effect of Mo and Sn co-regulation on low alloy steel corrosion in tropical marine atmosphere	8
Unraveling the corrosion mechanism of boro-alumino-phospho-silicate glass: insights from solid-state NMR spectroscopy	8
Effect of iron and manganese on the corrosion resistance of contaminated secondary Al-Si-Mg cast alloys	8
Author Correction: Corrosion behavior and cellular automata simulation of carbon steel in salt-spray environment	8
Author Correction: Effect of bias potential and dimension on electrochemical migration of capacitors for implantable devices	7
Dependency of tensile properties and biodegradation on molecular mass during hydrolysis of poly(butylene succinate)	7
Anodic dissolution mechanisms of iron in bentonite slurries	7
Evaluation of low-carbon cementitious composites in marine environment for coastal protection and artificial reef substrate	7
The evolution of pit morphology and growth kinetics in aluminum during atmospheric corrosion	7
Improving the degradation and magnetization performance of FePC amorphous alloys by annealing treatment	7
Assessment criteria for the corrosion resistance of Gd2Zr2O7-based thermal barrier coatings exposed to CMAS and CMAS + sea salt	7
Unveiling the mechanism behind irregular inclusions triggering no HIC cracks in steels	7
Transient behavior of oxide fuels with controlled microstructure and Cr2O3 additive	7
ISG-2: properties of the second International Simple Glass	7
Synthesis of UV-resistant and colorless polyimide films for optoelectrical applications	7
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
Interpass temperature effects on WAAM ER316L stainless steel corrosion using potentiostatic pulse tests	7
Accurate segmentation of localized corrosion in structural alloys via deep learning	7
High-temperature oxidation performance of Ni-based GH3536 superalloy fabricated by laser powder bed fusion	7
The effect of variable humidity on corrosion fatigue of AA7085-T7451 with surface salt deposits	7
Mechanisms and kinetic model for steel corrosion in unsaturated cementitious materials	7