2014
DOI: 10.1021/co5000745
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Composition–Structure–Function Diagrams of Ti–Ni–Au Thin Film Shape Memory Alloys

Abstract: Ti-Ni-Au thin film materials libraries were prepared from multilayer precursors by combinatorial sputtering. The materials libraries were annealed at 500, 600, and 700 °C for 1 h and then characterized by high-throughput methods to investigate the relations between composition, structure and functional properties. The identified relations were visualized in functional phase diagrams. The goal is to identify composition regions that are suitable as high temperature shape memory alloys. Phase transforming compos… Show more

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Cited by 13 publications
(2 citation statements)
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“…This is accomplished without pre-labelled data, is robust against many sources of complexity in diffraction, and is extendable to other forms of characterization that can be accurately simulated (e.g., spectroscopy). This complements recent advancements in automation [1,2,[15][16][17][18][19][20][21] and autonomous experimentation [1][2][3], and marks a crucial step in the acceleration of materials discovery.…”
mentioning
confidence: 56%
“…This is accomplished without pre-labelled data, is robust against many sources of complexity in diffraction, and is extendable to other forms of characterization that can be accurately simulated (e.g., spectroscopy). This complements recent advancements in automation [1,2,[15][16][17][18][19][20][21] and autonomous experimentation [1][2][3], and marks a crucial step in the acceleration of materials discovery.…”
mentioning
confidence: 56%
“…Using a combinatorial approach together with high-throughput characterization methods lead to faster assessment of materials due to well-comparable samples produced at the same time and under identical conditions. However, the thin-film combinatorial approach has so far mainly been reported for investigations of compact and dense thin films [3,14,15,[47][48][49]. The fabrication of materials libraries with distinct nanostructured morphologies was rarely reported [50].…”
Section: Introductionmentioning
confidence: 99%