Fig. 6 Comparison of first- and second-generation predictions with HiTp experimental results for Co-Ti-Zr (first row), Co-Fe-Zr (second row), and Fe-Ti-Nb.

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Fig. 6 Comparison of first- and second-generation predictions with HiTp experimental results for Co-Ti-Zr (first row), Co-Fe-Zr (second row), and Fe-Ti-Nb (third row) ternary. Comparison of first- and second-generation predictions with HiTp experimental results for Co-Ti-Zr (first row), Co-Fe-Zr (second row), and Fe-Ti-Nb (third row) ternary. (A1 to A3) Prediction of GFL from the first-generation ML model. (B1 to B3) Revised predictions from the second-generation ML model. (C1 to C3) HiTp experimental map of the FWHM of the FSDP in XRD measurements. (D1 to D3) Experimental map of the GFR derived after application of the glass formation threshold based on amorphous silica applied to data in (C1) to (C3). Purple, glass; yellow, not glass. Fang Ren et al. Sci Adv 2018;4:eaaq1566 Copyright © 2018 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).