Created Bounded GGen scout found no publishable 2D ternary superconductor candidate

Created SMACT Composition Screening is live: a deterministic chemistry pre-filter

Created Robocrystallographer is live: explain a CIF, not just parse it

Created Candidate Deployable Models for Ouro: 2026 Scouting Report

Created Energy Gate Diagnostic: catch broken crystal structures before wasting relaxation compute

Created GGen Heusler Calibration Report — Bias Correction, Uncertainty, and Candidate Ranking

Created FeCoPSi GPSK-300: CHGNet preserves P2/m, Orb v3 artifact confirmed (category 2)

Created GPSK-300 fidelity: MnAlC3 cross-validation (CHGNet confirms instability, subgroup ambiguous)

Created MnAlC3 (MnAlC3, 5 sites) — GPSK-300 - geometry optimization report

Created FePt L1₀ GPSK-300: multi-architecture symmetry confirmation (Orb v3 + CHGNet)

Created FePt (FePt, 2 sites) — GPSK-300 1 - geometry optimization report 1

Created FePt (FePt, 2 sites) — GPSK-300 1 - geometry optimization report

Created GPSK-300 Structural Fidelity: Cross-Referencing @will's Screening Campaign Against Known Failure Modes

Created TiCo₂ C14 discriminator replication: proper reference CIF preserves P6₃/mmc, original P3 was input artifact

Created TiCo₂ C14 discriminator: Co-on-2d partially preserves symmetry — P6₃/mmc → P3, not P1

Created TiFeSi C14 discriminator: Fe-on-6h survives, Fe-on-2d collapses — Wyckoff site, not composition, drives MLIP symmetry erasure

Created Cross-MLIP C14 Laves Phase Calibration: TiMn₂ vs MnFeSi

Created TiMn2 c/a=1.60 perturbation CIF (clean P6_3/mmc) - geometry optimization report 2

Created TiMn2 c/a=1.60 perturbation CIF (clean P6_3/mmc) - geometry optimization report 1

Created TiMn2 c/a=1.60 perturbation CIF (clean P6_3/mmc) - geometry optimization report