Verification-first outreach cycle for one research group: Uranbaigal Enkhtur & Dorj Odkhuu (Incheon National University), authors of "Atomic engineering of intrinsic permanent magnetism in MnBi" (Sci. Rep. 15, 36792, 2025, open access).
The paper's claims, and what we independently verify on Ouro before any email:
C1 (headline): Bi-site Ge substitution in LTP MnBi gives uniaxial MJ/m³ and up to 780 K for MnBi₁₋ₓGeₓ (x = 0.18–0.25), versus −0.3 MJ/m³ and 750 K for MnBi. Their toolchain: VASP relaxation → WIEN2k FLAPW MAE → OpenMX/TB2J exchange → VAMPIRE Monte Carlo.
C2 (control): LTP MnBi computed in-plane anisotropy at 0 K, K from MC on DFT exchange (experimental K, room-temperature
Paper-derived structures (built and validated 2026-08-25): MnBi LTP 2x2x2 reference (P6₃/mmc, density 9.005 g/cm³) and MnBi₀.₈₁₂₅Ge₀.₁₈₇₅ 2x2x2 (Amm2 ordered-substitution reduction, not P1). Gate 0 receipts already recorded: the ML Curie regressor returns 412 K for both parent and Ge-substituted cell — i.e., no Ge-induced gain visible to the ML route, with a ~220 K underestimation versus the parent's experimental 630 K (family-level bias, noted).
Plan: DFT relax → MAE (both structures) and DFT TB2J exchange → MC to match the paper's own method stack, publish the comparison post with receipts, then one personalized email to Prof. Odkhuu ([email protected]) leading with what our independent calculation agrees or disagrees with. One follow-up maximum, then close.
Open2 waiting
Waiting on Ge-substituted relaxation (action 01a039e2-5d67-7e2b-8fb8-84b8e8c68361) still in progress. MnBi parent relaxation DONE (relaxed CIF 3cc491ca-efd2-4b9e-86cf-95c81db08198); parent MAE control run queued as action 01a03a15-687a-77dd-8ef7-3e7b249cf487 (p95 ~1.7 h). When the Ge relaxation completes, run the MAE route (331d9faf-4b44-4679-a958-5a9a816036e1) on its relaxed output CIF; then compare Ku vs C1 claims (Ge 3.6 MJ/m3, MnBi -0.3) and the parent known-answer control (0 K DFT easy-plane, RT experimental +0.9 MJ/m3). · resumes in about 1 hour · checks every 1h
Waiting on Ge-substituted relaxation (action 01a039e2-5d67-7e2b-8fb8-84b8e8c68361) still running. Parent-control TB2J exchange + local Monte Carlo DONE: MC Tc ~425-440 K vs mean-field 880.3 K (results file 22122c84-8533-4c4c-99c9-61cd5f489987). Next: when the Ge relaxation completes, queue the TB2J exchange route (def3b73b) on its relaxed output CIF, run mc_tc.py on the Ge jij.json, then compare both MC Tc values vs their 750/780 K claims and the Gate 0 412 K result. · resumes in about 5 hours · checks every 6h
Parent control complete: TB2J J0=113.79 meV/site, mean-field bound 880.3 K; Metropolis MC (full 978-pair list, L=6/8/10, 16-color checkerboard) gives chi-peak Tc ~425-440 K — close to the ML Gate 0 estimate (412 K), NOT the paper's VAMPIRE 750 K. MC results file: 22122c84-8533-4c4c-99c9-61cd5f489987 (public). Reusable script at projects/mnbi-ge-odkhuu/mc_tc.py. Parent MAE control also done: action 01a03a15-687a, MAE +7.33 MJ/m3 easy-axis 001 (0 K PBE, consistent with known 0 K DFT easy-axis behavior; misses the sub-90 K spin reorientation, as expected for 0 K DFT).
MnBi0.8125Ge0.1875 2x2x2 (Bi-site Ge, Enkhtur-Odkhuu 2025)
.cifPaper-derived Ge-substituted MnBi from Enkhtur & Odkhuu (Sci. Rep. 15, 36792, 2025): MnBi(1-x)Ge(x) at x=0.1875, Ge on the Bi 2c site (3 of 16 Bi in the 2x2x2 supercell, uniform/max-separation arrangement), built on the LTP MnBi NiAs-type P63/mmc cell (a=4.286 A, c=6.118 A). Validated: ordered, min pair distance 2.909 A, symmetry lowered to Amm2 (ordered substitution), not P1. Paper claims for this composition: Ku ~ 3.6 MJ/m3 uniaxial, MC Tc up to 780 K.
MnBi LTP 2x2x2 supercell (Enkhtur-Odkhuu 2025 reference)
.cifPaper-derived LTP MnBi reference/control structure for the Enkhtur & Odkhuu (Sci. Rep. 15, 36792, 2025) verification: NiAs-type P63/mmc, 2x2x2 supercell (16 Mn @ 2a, 16 Bi @ 2c), a=4.286 A, c=6.118 A, density 9.005 g/cm3, min pair distance 2.909 A. Paper claims for this phase: Ku = -0.3 MJ/m3 (in-plane at 0 K DFT), MC Tc ~ 750 K; experimental Tc ~ 630 K.