Data-driven design of multicomponent alloy electrodeposits: A machine learning-based analysis of Ni–Co anomalous co-deposition
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Machine Learning in Materials Science · Hydrogen embrittlement and corrosion behaviors in metals · Electrodeposition and Electroless Coatings
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (75)
Show source-provided references
1. High-throughput solid solution strengthening characterization in high entropy alloys10.1016/j.actamat.2019.01.029 ↗
2. Design of Nickel-Cobalt-Ruthenium multi-principal element alloys10.1016/j.actamat.2020.05.003 ↗
3. A defect-resistant Co–Ni superalloy for 3D printing10.1038/s41467-020-18775-0 ↗
4. Yield strength and misfit volumes of NiCoCr and implications for short-range-order10.1038/s41467-020-16083-1 ↗
5. Grain boundary segregation induced precipitation in a non equiatomic nanocrystalline CoCuFeMnNi compositionally complex alloy10.1016/j.actamat.2021.117281 ↗
6. Tailoring and patterning the grain size of nanocrystalline alloys10.1016/j.actamat.2006.08.032 ↗
7. Mechanical properties and optimal grain size distribution profile of gradient grained nickel10.1016/j.actamat.2018.04.065 ↗
8. Surface atom migration-involved two-dimensional nucleation and growth of nanotwinned copper in DC electrodeposition10.1016/j.actamat.2023.119468 ↗
9. Cu-doped Sb-Zn alloy anodes tailored by novel pulse electrodeposition achieving robust sodium storage10.1016/j.actamat.2024.119964 ↗
10. Anomalous Codeposition of Iron Group Metals: I. Experimental Results10.1149/1.1392024 ↗
11. Electrodeposition of Co–Cu–Zn/Cu multilayers: influence of anomalous codeposition on the formation of ternary multilayers10.1016/j.electacta.2004.03.031 ↗
12. Electrochemical co-deposition of tungsten with cobalt and copper: Peculiarities of binary and ternary alloys coatings formation10.1016/j.surfcoat.2016.07.025 ↗
13. Anomalous codeposition mechanism of Co-Ni alloy nanowires10.1016/j.jallcom.2017.05.002 ↗
14. Effect of pH on anomalous co-deposition and current efficiency during electrodeposition of Ni-Zn-P alloys10.1016/j.surfcoat.2017.01.043 ↗
15. Alloy electrocatalysts10.1016/j.enchem.2022.100083 ↗
16. Electrochemical deposition and microstructural characterization of AlCrFeMnNi and AlCrCuFeMnNi high entropy alloy thin films10.1016/j.apsusc.2015.07.142 ↗
17. Electrodeposition, Characterization, and Corrosion Behavior of CoCrFeMnNi High-Entropy Alloy Thin Films10.3390/coatings11111367 ↗
18. Pulse electrodeposited FeCoNiMnW high entropy alloys as efficient and stable bifunctional electrocatalysts for acidic water splitting10.1016/j.cej.2022.137452 ↗
19. Review of electrodeposition methods for the preparation of high-entropy alloys10.1007/s12613-022-2439-y ↗
20. Facile electrodeposition synthesis and super performance of nano-porous Ni-Fe-Cu-Co-W high entropy alloy electrocatalyst10.1016/j.surfcoat.2023.129407 ↗
21. Strategies to engineer FeCoNiCuZn high entropy alloy composition through aqueous electrochemical deposition10.1016/j.electacta.2023.142350 ↗
22. Machine learning and density functional theory-based analysis of the surface reactivity of high entropy alloys: The case of H atom adsorption on CoCuFeMnNi10.1016/j.commatsci.2024.113480 ↗
23. Electrodeposition of multi-component alloys: Thermodynamics, kinetics and mechanism10.1016/j.coelec.2023.101289 ↗
24. Solute and grain boundary strengthening effects in nanostructured Ni-Co alloys10.1016/j.surfcoat.2021.127902 ↗
25. Stress-induced, debris-modulated friction and wear resistance performance of nanostructured Ni–Co coatings
26. Corrosion behaviour of super-hydrophobic electrodeposited nickel–cobalt alloy film10.1016/j.apsusc.2015.12.122 ↗
27. A review of electrodeposited Ni-Co alloy and composite coatings: Microstructure, properties and applications10.1016/j.surfcoat.2019.04.079 ↗
28. High-speed jet electrodeposition and microstructure of nanocrystalline Ni–Co alloys10.1016/j.electacta.2005.03.050 ↗
29. The Composition of Electrodeposited Zinc-Nickel Alloy Coatings10.1149/1.2100681 ↗
30. The prediction of the ZnNi thickness and Ni % of ZnNi alloy electroplating using a machine learning method10.1080/00202967.2021.1898183 ↗
31. Co–Ni alloy electrodeposition under different conditions of pH, current and composition10.1016/j.electacta.2012.01.050 ↗
32. Machine-learning phase prediction of high-entropy alloys10.1016/j.actamat.2019.03.012 ↗
33. Machine learning assisted design of high entropy alloys with desired property10.1016/j.actamat.2019.03.010 ↗
34. Machine-learning assisted laser powder bed fusion process optimization for AlSi10Mg: New microstructure description indices and fracture mechanisms10.1016/j.actamat.2020.10.010 ↗
35. Phase prediction in high entropy alloys with a rational selection of materials descriptors and machine learning models10.1016/j.actamat.2019.11.067 ↗
36. Integrating data mining and machine learning to discover high-strength ductile titanium alloys10.1016/j.actamat.2020.10.056 ↗
37. Study of anomalous nickel-cobalt electrodeposition with different electrolytes and current densities10.1016/0013-4686(95)00488-2 ↗
38. Study of Nickel-Cobalt Alloy Electrodeposition from a Sulfamate Electrolyte with Different Anion Additives10.1149/1.1394034 ↗
39. Electrodeposited Iron Group Thin-Film Alloys: Structure-Property Relationships10.1149/1.1345875 ↗
40. The role of anion additives in the electrodeposition of nickel–cobalt alloys from sulfamate electrolyte10.1016/S0013-4686(02)00135-4 ↗
41. Magnetic properties of nanocrystalline iron group thin film alloys electrodeposited from sulfate and chloride baths10.1016/S0013-4686(02)00773-9 ↗
42. Stress Changes of Nanocrystalline CoNi Thin Films Electrodeposited from Chloride Baths10.1149/1.1843711 ↗
43. Electrodeposited Co–Ni–Al2O3 composite coatings10.1016/S0257-8972(03)00739-4 ↗
44. Microstructure and tribological properties of electrodeposited Ni–Co alloy deposits10.1016/j.apsusc.2004.08.033 ↗
45. Electrodeposited Ni1−xCox Nanocrystalline Thin Films: Structure–Property Relationships10.1149/1.2353792 ↗
46. Corrosion resistance and microstructure of electrodeposited nickel–cobalt alloy coatings10.1016/j.surfcoat.2006.06.017 ↗
47. The influence of pH and bath composition on the properties of Ni–Co coatings synthesized by electrodeposition10.1016/j.vacuum.2011.03.027 ↗
48. Preparation of Ni-Co alloy foils by electrodeposition10.4236/aces.2011.12005 ↗
49. Nanocrystalline Ni–Co alloy coatings: Electrodeposition using horizontal electrodes and corrosion resistance10.1007/s11998-012-9437-3 ↗
50. The role of a tribofilm and wear debris in the tribological behaviour of nanocrystalline Ni–Co electrodeposits10.1016/j.wear.2013.01.121 ↗
51. Different Electrodeposition Behaviors of Ni-Co Binary Coatings in Sulphate and Chloride Baths10.4028/www.scientific.net/AMM.327.44 ↗
52. Effect of cobalt content on microstructure and property of electroplated nickel-cobalt alloy coatings10.1002/mawe.201300069 ↗
53. Structure, Morphology and Wear Resistance of Electrodeposited Ni–Co Alloy Deposits10.1080/10584587.2014.902260 ↗
54. Nickel-cobalt alloy coatings prepared by electrodeposition Part I: Cathodic current efficiency, alloy composition, polarization behavior and throwing power10.1007/s11814-020-0552-z ↗
55. A. Rohatgi, WebPlotDigitizer, (n.d.). https://automeris.io.
56. A Mathematical Model for Anomalous Codeposition of Nickel-Iron on a Rotating Disk Electrode10.1149/1.2096519 ↗
57. Effect of current density, temperature and bath pH on properties of Ni–W–Co alloys obtained by electrodeposition10.1016/j.jallcom.2020.157104 ↗
58. A unified approach to interpreting model predictions
59. Effect of pulse frequency and current density on anomalous composition and nanomechanical property of electrodeposited Ni–Co films10.1016/j.tsf.2009.03.087 ↗
60. Nanostructured Ni-Co alloys with tailorable grain size and twin density10.1007/s11661-005-0056-9 ↗
61. Pulse reverse plating of Ni–Co alloys: Deposition kinetics of Watts, sulfamate and chloride electrolytes10.1016/j.electacta.2006.07.012 ↗
62. S.M. Lundberg, G.G. Erion, S.-I. Lee, Consistent individualized feature attribution for tree ensembles, arXiv Preprint arXiv:1802.03888 (2018).
63. From local explanations to global understanding with explainable AI for trees10.1038/s42256-019-0138-9 ↗
64. A study on the kinetic of the electrodeposited Co–Ni alloy thin films in sulfate solution10.1016/j.matchemphys.2006.07.009 ↗
65. Competitive Adsorption Effects in the Electrodeposition of Iron-Nickel Alloys10.1149/1.2220807 ↗
66. Anomalous Codeposition of Iron Group Metals: II. Mathematical Model10.1149/1.1392025 ↗
67. Effects of electroplating variables on the composition and morphology of nickel–cobalt deposits plated through means of cyclic voltammetry10.1016/S0013-4686(02)00281-5 ↗
68. Electrodeposition and characterization of thin layers of Zn–Co alloys obtained from glycinate baths10.1023/A:1026280109296 ↗
69. Anomalous codeposition of Co–Ni: alloys from gluconate baths10.1007/s10800-006-9279-8 ↗
70. Cathode process in nickel-cobalt alloy deposition from sulfamate electrolytes–application to electroforming
71. Influence of pH on the electrolytic deposition of Ni–Co films10.1016/j.tsf.2007.12.081 ↗
72. Role of substrate on film thickness, structural, compositional and magnetic properties of CoNi alloy thin films by low temperature electrodeposition technique10.1016/j.jscs.2020.10.003 ↗
73. Studies on enhancement of surface mechanical properties of electrodeposited Ni–Co alloy coatings due to saccharin additive10.1016/j.surfcoat.2014.09.023 ↗
74. Effects of saccharin on the electrodeposition of Ni–Co nanocrystalline coatings10.1007/s10800-008-9488-4 ↗
75. The influence of saccharin on the electrodeposition and properties of Co–Ni alloy thin films10.1179/0020296715Z.000000000247 ↗