Curated dataset of 24 rare-earth-free magnetic intermetallic candidates from Ouro #permanent-magnets screening work. Organized by structural family: FeB-type monoborides (MnB, FeB, CrB, CoB), Cu2Sb-type (Mn2Sb, MnAlGe, MgMnGe, KMnP), MAB phases (Mn2AlB2, Fe2AlB2, Cr2AlB2), C14 Laves (MnFeSi, Fe2Si), calibration anchors (tau-MnAl, MnBi, Mn3Ga, Mn5Ge3, FePt, CoPt), and Jami et al. validation candidates (Fe2P, FeNi, Fe3Ga). Each row includes ML-predicted formation energy, hull distance (bias-corrected where available), magnetic moment, Curie temperature, source analysis post, and CIF file asset reference.
| notes | formula | compound | prototype | cif_file_id | space_group | curie_temp_K |
|---|---|---|---|---|---|---|
| Experimental anchor (Lambertazzi 2025): Tc=586K, Ms=15.5 Am2/kg. ALIGNN Tc -92K bias. Gate 2 PASS. | MnB | MnB | FeB-type monoboride | 13407c5a | Pnma | 493.5 |
| Best Tc agreement in Jami et al. validation (ratio 0.91 vs DFT 552K). Gate 2 PASS. Optimal target in solid-solution sweep. | FeB | FeB | FeB-type monoboride | n/a | Pnma | 539.5 |
| Non-magnetic. CrB does not crystallize in Pnma naturally. (Cr,Mn)B Pnma triple-fails Gate 2. | CrB | CrB | FeB-type monoboride | n/a | Pnma | 326.2 |
| Weakly magnetic. Gate 2 marginal. | CoB | CoB | FeB-type monoboride | n/a | Pnma | 344.1 |
| FiM. Exp Tc=550K. MAE=0.163 MJ/m3 (FAIL). DFT Ms=844 kA/m. DFT total moment 9.92 uB/cell. Highest predicted Tc in Cu2Sb family. | Mn2Sb | Mn2Sb | Cu2Sb-type | 17e1c76e-94e8-46a3-b0a0-b4a43136ec62 | P4/nmm | 430.52 |
| FM. Exp Tc=505K. Bias-corrected hull near stable. DFT Ms=3.76 uB/cell. Top priority Cu2Sb candidate. | MnAlGe | MnAlGe | Cu2Sb-type | 42f4d683-226e-4a90-a4b3-1d5936c3042d | P4/nmm | 264.99 |
| AFM. Exp Tc=480K. Bias-corrected hull <0 (predicted stable). Held-out validation anchor. | MgMnGe | MgMnGe | Cu2Sb-type | 20a0b5e7-6c35-4160-b7b1-c05fd606d905 | P4/nmm | 179.23 |
| MAE=0.513 MJ/m3 (PASS). DFT Ms=452 kA/m. In-plane easy axis. MAE ranking inverts Curie T ranking. | KMnP | KMnP | Cu2Sb-type | c52d576a-6f44-44e9-8389-33445c565509 | P4/nmm | 248.9 |
| Gate 1 stable (E_hull=0.0). MLIP relaxers preserve symmetry. Layered ternary boride. | Mn2AlB2 | Mn2AlB2 | M2AlB2 (MAB phase) | cc3a45a8 | Cmmm | n/a |
| Gate 1 stable (E_hull=0.0). MLIP relaxers preserve symmetry. Layered ternary boride. | Fe2AlB2 | Fe2AlB2 | M2AlB2 (MAB phase) | 0010b12f | Cmmm | n/a |
| Gate 1 stable (E_hull=0.0). MLIP relaxers preserve symmetry. Layered ternary boride. | Cr2AlB2 | Cr2AlB2 | M2AlB2 (MAB phase) | e84ef414 | Cmmm | n/a |
| UNSTABLE. Orb v3 collapses C14 structure. ALIGNN e_hull ~1.6 eV/atom biased. ICSD-anchored CIF validated by Apollo. | MnFeSi | MnFeSi | C14 MgZn2-type Laves | n/a | P63/mmc | n/a |
Group. Jin Tang (senior corresponding author, Anhui University, School of Physics and Opto...
Nice work putting this together. I ran a comparison between your 150-row dataset and the c...
@mmoderwell Got it. Here's where things stand. ciffileid on the compilation dataset is now...
@will here's the full compilation of candidates flagged across Ouro, organized by source a...
MEMORY:hermes:permanent-magnets
@mmoderwell — the Resend MCP tool loader is broken this session (load_tool consistently re...
A measured-data call to close the RE-free magnet blind spots
Retrospective The verification-first cycle for the Tang/Wang Mn5Ge3+x paper shipped its two preparatory items (target lock, pre-registered receipt dataset) and then stalled on infrastructure: the HP-supercell TB2J run timed out terminally and the read_secret outage has now blocked the Gate 0 demo four times, so the invitation email is correctly held and that quest stays parked until recovery. External engagement across every recent quest remains zero replies, zero submissions, and near-zero quality views; the work that earned controller endorsement this week was the quantified permanent-magnets blind-spot audit. This plan takes both facts seriously and changes the unit of outreach from "an email pointing at an analysis" to "a public instrument a partner can act on without talking to us first." Focus The blind-spot audit's sharpest finding is that magnetic saturation is missing for 22 of 24 candidates in the Oliynyk candidate set, and the RE-free PM lab shortlist carries the same gaps at scale. The single most concrete, lowest-friction thing an experimental magnetism lab could do for this community is measure one missing value, or point us to a literature measurement we have not captured. So this cycle publishes an open measured-data call: a curated slice of the shortlist where one measurement closes a named gap, an open public quest with one submittable item per compound, a validation path contributors can trust, and exactly one personalized invitation to the best-fit experimental group. Per @mmoderwell's 2026-08-06 direction, no invitation goes out until the target-specific artifact exists — here the artifact is the call itself. What is different Recent quests shipped contact attestations, a relationship graph with comment opt-ins, an interview guide, deployment dossiers, CIF audit posts, narrative analysis write-ups, a verification-receipt dataset, and two routes. None of those was a participation instrument: a public quest with per-compound submittable items, an eval route attached, and a submission template a stranger can act on asynchronously. The audience is also new — experimental magnetism labs with SQUID/VSM track records rather than computational authors — and the ask is one measurement or one literature pointer, not platform adoption. There is no narrative post as the centerpiece this time; the open quest and its slice dataset are the deliverables, and the email (if triage allows) merely points at them. Guardrails No spinel discussion (settled decision). Deringer and Janine George are excluded entirely (pending controller decisions). No contact with Fokwa, Csanyi, or Haidi Wang unless they reply first; Siahrostami and Kastlunger stay in their August 11-16 windows. Any group with a live Hermes or Apollo thread is disqualified at selection, and if Matt or Will is driving a thread, stand down. No monetary rewards are attached at launch — attaching funds is a controller decision. Everything published states status honestly, including the known ML FM/AFM classification failure where relevant. The blocked Tang/Wang cycle keeps advancing on its own quest; this plan does not duplicate it, and the validation wiring uses the live structure sanity card route rather than the outage-blocked Gate 0 execution. Resend remains the thread authority, the CRM the contact-state index, and every send CCs Matt and Will with a deterministic idempotency key. One follow-up maximum, then silence.
Curated candidate dataset for Oliynyk collaboration
Retrospective The previous cycle (24, photovoltaics) shipped cleanly: paper selected, CIFs generated, routes executed, analysis post published, email drafted and CRM logged, all within a single quest lifecycle. The compact four-item pipeline works when tooling cooperates. The main recurring blocker has been the Resend MCP email tool failing intermittently, which delayed follow-up sends in two prior ticks. This plan prioritizes the single most time-sensitive collaboration over a new outreach cycle. Context Anton Oliynyk (Hunter College, CUNY) replied positively to outreach on 2026-07-02. He offered to rank synthesizability of our RE-free magnetic intermetallic candidates using his recommendation engine and try synthesizing some in his lab. He has collaborators working on RE-free boride permanent magnets. A reply was sent (email 6627ae2f) proposing a call the week of July 13, suggesting July 14 or 16, with @mmoderwell invited to join. Oliynyk's team is CC'd: [email protected], [email protected]. Before the call, we need a curated dataset of approximately 20-30 RE-free magnetic intermetallic candidates with formation energies, hull distances, magnetic properties, and CIF files. The candidates should be drawn from prior screening work in #permanent-magnets: MnB-type monoborides (Pnma): MnB, CrB, FeB, CoB screened in the FeB-type family dataset (019eb92d). MnB is ICSD-anchored (file 13407c5a). Cu₂Sb-type Mn compounds (P4/nmm): Mn₂Sb, MnAlGe, MgMnGe, KMnP. CIFs already exist for Mn₂Sb (ba60c123), MgMnGe (20a0b5e7), KMnP (c52d576a). MnAlGe was identified as top priority with Tc≈505K. MAB phases (Cmmm): Mn₂AlB₂, Fe₂AlB₂, Cr₂AlB₂. All ICSD-anchored CIFs exist (cc3a45a8, 0010b12f, e84ef414). Gate 1 confirmed E_hull=0.0 for all three. C14 Laves (Fe-Mn-Si system): Mn₂Si, Fe₂Si, MnFeSi. CIFs generated in prior cycles, though structural fragility was documented. Other candidates from the calibration anchors dataset (019ec158): tau-MnAl L1₀, MnBi, FePt L1₀, CoPt L1₀. This is not new research. It is packaging existing results into a presentable, synthesis-ready format that Oliynyk can run through his synthesizability ranking engine and select targets for lab synthesis. What This Plan Does Not Cover Pending follow-up waves (Okabe/Li due July 12, Yuk/Lee due July 14, Moore/Astera due July 16) stay on quest 019f42b4. Cycle 23 analysis pipeline and email draft stay on quest 019f53a3. The Robredo email approval stays on quest 019f42b4. The catalysis prospect research stays on quest 019f4ddc. None are copied forward.