Table 2 Comparing our predictions with a literature model’s.

From: Machine learned synthesizability predictions aided by density functional theory

Composition

Ideal half-Heusler

Gzyl et al

Our

Identified Primary Phase*

Primary phase

 

Ehull (meV/atom)

Synthesizability

Synthesizability

 

Ehull (meV/atom)

MnRhPb

264

0.935

0.401

Phase Separated

MnPdIn

302

0.885

0.470

full-Heusler (MnPd2In)

0

MnNiSn

93

0.879

0.616

full-Heusler (MnNi2Sn)

6

VRhSn

122

0.556

0.726

half-Heusler (disordered)

461

MnPdSn

166

0.918

0.740

half-Heusler (disordered)

190

MnRhSn

190

0.895

0.778

half-Heusler (disordered)

104

MnRuSb

163

0.719

0.779

full-Heusler (disordered)

259

  1. We simulate XRD patterns (see Supplementary Figs. 4 and 5) to identify each compound’s primary phase, and calculate the primary phase stabilities using DFT. All compositions are unstable in the half-Heusler structure, thus our model considers a composition synthesizable as a half-Heusler when its synthesizability >0.75. MnRhPb decomposition products are not reported, thus the stability is not calculated. *: multiple phases are observed for all compositions, but only the primary phase is shown here. Table summarizing our predictions compared to those made by Gzyl et al.45 for the seven compositions their model predicted to be half-Heusler.