Investigating phase regimes via combinatorial synthesis: A pathway to tailored materials libraries

• Combinatorial synthesis of an Fe-W material library via magnetron sputtering. • Screened material library via high-throughput X-ray and electron microscopy techniques. • Deconvoluted and quantified composition and growth rate effects on film microstructure. • Coatings exhibit growth rate effects after annealing induced recrystallization. • Growth regimes in material libraries can be tailored via synthesis parameters. Combinatorial magnetron sputtering has been implemented to synthesize compositionally graded thin film material libraries, enabling rapid exploration of structure–property trends via high-throughput characterization techniques. In this study, an Fe-W material library with 169 unique samples is sputter-deposited to investigate the amorphous-crystalline transition across the Fe – 9.4 to 45.5 at.% W range. X-ray diffraction and electron microscopy techniques reveal trends in film microstructure and morphology that are intrinsically connected to alloy composition but further shown to be dependent on synthesis conditions by decoupling composition and thickness/deposition rate effects. Samples are classified into three distinct regimes: crystalline, mixed-mode, or X-ray amorphous. By deconvoluting and analyzing the interplay between composition and deposition rate, it is shown that growth kinetics can sufficiently alter phase formation to dominate compositionally driven mechanisms within a single material library. This observation is verified after heat-treatment to 750 °C on selected samples. Particularly within the mixed-mode regime, the relationship between solute content and deposition rate is quantified, thereby enabling the tailoring of materials libraries investigations of composition and growth rate effects. Overall, this work combines the expansive compositional space in a combinatorial library with sputtering science to identify microstructural and phase regime boundaries in the Fe-W system.

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Publication Details

Journal
Materials & Design
Published
2025-03-28
DOI
https://doi.org/10.1016/j.matdes.2025.113881
Citations
3
Primary Topic
Advanced Materials Characterization Techniques
Type
article
Field-Weighted Citation Impact
2.02

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article

Investigating phase regimes via combinatorial synthesis: A pathway to tailored materials libraries

Andrèa M. Hodge, Jason R. Trelewicz, Kyle B. Russell, C.A. Kohnke
3 citations
Materials & Design
Advanced Materials Characterization Techniques
2.02
article

Investigating phase regimes via combinatorial synthesis: A pathway to tailored materials libraries

Andrèa M. Hodge, Jason R. Trelewicz, Kyle B. Russell, C.A. Kohnke
article en
3 citations

Abstract

• Combinatorial synthesis of an Fe-W material library via magnetron sputtering. • Screened material library via high-throughput X-ray and electron microscopy techniques. • Deconvoluted and quantified composition and growth rate effects on film microstructure. • Coatings exhibit growth rate effects after annealing induced recrystallization. • Growth regimes in material libraries can be tailored via synthesis parameters. Combinatorial magnetron sputtering has been implemented to synthesize compositionally graded thin film material libraries, enabling rapid exploration of structure–property trends via high-throughput characterization techniques. In this study, an Fe-W material library with 169 unique samples is sputter-deposited to investigate the amorphous-crystalline transition across the Fe – 9.4 to 45.5 at.% W range. X-ray diffraction and electron microscopy techniques reveal trends in film microstructure and morphology that are intrinsically connected to alloy composition but further shown to be dependent on synthesis conditions by decoupling composition and thickness/deposition rate effects. Samples are classified into three distinct regimes: crystalline, mixed-mode, or X-ray amorphous. By deconvoluting and analyzing the interplay between composition and deposition rate, it is shown that growth kinetics can sufficiently alter phase formation to dominate compositionally driven mechanisms within a single material library. This observation is verified after heat-treatment to 750 °C on selected samples. Particularly within the mixed-mode regime, the relationship between solute content and deposition rate is quantified, thereby enabling the tailoring of materials libraries investigations of composition and growth rate effects. Overall, this work combines the expansive compositional space in a combinatorial library with sputtering science to identify microstructural and phase regime boundaries in the Fe-W system.

Materials & DesignVol. 253
University of Southern California (US), Oak Ridge National Laboratory (US), Stony Brook University (US)
U.S. Department of Energy, Basic Energy Sciences
Openalex Percentile: Top 15%
Advanced Materials Characterization Techniques
2.02
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