journal article·2026-07

Mechanistic modeling of pitting corrosion in thin film microelectrodes

Cagan Diyaroglu, Martin Niemiec, Paker Candland, Erkan Oterkus, Loren Rieth, Umar Raza, Sandeep Negi, Florian Solzbacher, Kyungjin Kim

Corrosion Science· Volume 267
Publisher page

Abstract

​Thin film microelectrodes operating under sustained electrical bias in chloride containing environments are susceptible to localized corrosion that can compromise long term reliability. This study presents a combined experimental and computational investigation of pitting corrosion in thin film microelectrodes using electrochemical polarization measurements and peridynamic based modeling. Potentiostatic and Tafel polarization experiments were performed on gold, platinum, titanium tungsten, and iridium oxide microelectrodes in phosphate buffered saline at 37 °C, revealing material dependent anodic behavior. Gold was selected for detailed modeling due to its well-defined activation-controlled polarization response, enabling quantitative linkage between measured current density and material loss. A peridynamic framework was developed to model corrosion driven moving boundaries and directly couple polarization derived current densities to localized material dissolution. 1D simulations captured uniform dissolution behavior and established baseline corrosion rates, while 2D simulations explicitly incorporated localized pit formation and pit spacing effects. Extension of the 2D results to 3D representations enabled quantitative prediction of pit density, mass loss, and pit induced delamination without remeshing or prescribed interface tracking. Electrical resistance measurements under constant bias exhibited channel specific behavior that was explained by competing effects of pit growth and interfacial undercutting that increase conductive area, and partial oxidation or thinning that reduces electrical conduction.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Hydrogen embrittlement and corrosion behaviors in metals · Corrosion Behavior and Inhibition · Anodic Oxide Films and Nanostructures

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (38)

Show source-provided references
1. Materials and technologies for soft implantable neuroprostheses10.1038/natrevmats.2016.63 ↗
2. The neurons that restore walking after paralysis10.1038/s41586-022-05385-7 ↗
3. Wireless closed-loop optogenetics across the entire dorsoventral spinal cord in mice
4. Extended barrier lifetime of partially cracked organic/inorganic multilayers for compliant implantable electronics10.1002/smll.202103039 ↗
5. Deployment of an electrocorticography system with a soft robotic actuator10.1126/scirobotics.add1002 ↗
6. Recent advances in encapsulation of flexible bioelectronic implants: materials, technologies and characterization methods10.1002/adma.202201129 ↗
7. Lifetime engineering of bioelectronic implants with mechanically reliable thin film encapsulations
8. 3D spatiotemporally scalable in vivo neural probes based on fluorinated elastomers10.1038/s41565-023-01545-6 ↗
9. Biotolerability of IntRacortical Microelectrodes
10. Toward long-term communication with the brain in the blind by intracortical stimulation: challenges and future prospects10.3389/fnins.2020.00681 ↗
11. Five-year safety and performance results from the argus ii retinal prosthesis system clinical trial10.1016/j.ophtha.2016.06.049 ↗
12. Fabrication and characterization of flexible, microfabricated neural electrode arrays made from liquid crystal polymer and polynorbornene
13. Corrosion of metallic biomaterials: a review10.3390/ma12030407 ↗
14. Long-term recording reliability of liquid crystal polymer µECoG arrays10.1088/1741-2552/aae39d ↗
15. Long-term evaluation of a liquid crystal polymer (LCP)-based retinal prosthesis10.1088/1741-2560/13/2/025004 ↗
16. Neural stimulation and recording electrodes10.1146/annurev.bioeng.10.061807.160518 ↗
17. Mechanical and electrical reliability of a chronically implanted metal-polyimide electrode array
18. Planar 2D-Array Neural Probe for Deep Brain Stimulation and Recording (DBSR)
19. Flexible IrOx neural electrode for mouse vagus nerve stimulation10.1016/j.actbio.2023.01.026 ↗
20. Neural electrode degradation from continuous electrical stimulation: comparison of sputtered and activated iridium oxide10.1016/j.jneumeth.2009.10.016 ↗
21. vitro comparison of sputtered iridium oxide and platinum-coated neural implantable microelectrode arrays10.1088/1748-6041/5/1/015007 ↗
22. Stability of sputtered iridium oxide neural microelectrodes under kilohertz frequency pulsed stimulation10.1088/1741-2552/ad9404 ↗
23. Electrowinning coupled to gold leaching by electrogenerated chlorine: I. Au(III)⎕Au(I) / Au kinetics in aqueous Cl2/Cl− electrolytes10.1016/0022-0728(93)87035-T ↗
24. The electrochemical corrosion behaviour of quaternary gold alloys when exposed to 3.5% NaCl solution10.1007/s13404-012-0079-0 ↗
25. The combined leaching of copper, gold and uranium in chloride solutions. II. Concentrate leach tests
26. The mechanism of electropolishing of titanium in methanol-sulfuric acid electrolytes10.1149/1.1838644 ↗
27. Mass transfer and electrochemical kinetic interactions in localized pitting corrosion10.1002/aic.690320605 ↗
28. Through-mask electrochemical micromachining of titanium10.1149/1.1391966 ↗
29. A phase field model for simulating the pitting corrosion10.1016/j.corsci.2016.04.001 ↗
30. An extended finite-element model coupled with level set method for analysis of growth of corrosion pits in metallic structures
31. Peridynamic modeling of pitting corrosion damage10.1016/j.jmps.2015.02.015 ↗
32. Finite element implementation of a peridynamic pitting corrosion damage model10.1016/j.oceaneng.2017.03.002 ↗
33. Meo · 2016
34. Peridynamic least squares minimization10.1016/j.cma.2019.01.032 ↗
35. Development of the diffusive gradients in thin films technique for the measurement of labile gold in natural waters10.1021/ac301003g ↗
36. K.B. Krauskopf, The solubility of gold | Economic Geology | GeoScienceWorld, (1951). 〈https://pubs.geoscienceworld.org/segweb/economicgeology/article/46/8/858/16215/The-solubility-of-gold〉 (accessed January 31, 2026).10.2113/gsecongeo.46.8.858 ↗
37. Nano-additively manufactured gold thin films with high adhesion and near-bulk electrical resistivity via jet-assisted, nanoparticle-dominated, room-temperature microsputtering
38. Passivity of Metals