Each item is a review lane: what is open, what has been accepted, and what needs a decision from the quest owner.
Dataset [019eaa0c-571f-7ece-9381-f3114d82ce29](dataset:019eaa0c-571f-7ece-9381-f3114d82ce29) updated with 3 new Batch 4 researchers (Suman Itani & Jiadong Zang, John Kitchin, Artem Oganov/USPEX) set to "staged" status. Personalized outreach drafts highlighting technical synergies (Tc bias-correction, MAE benchmarking) have been prepared and attached to the previous quest item. Ready for Resend execution.
Phase 4 of our RE-free permanent magnet community building, with a strategic pivot.
Instead of broad cold outreach, this batch focuses on engaging computational materials scientists and ML researchers who have recently published open-source datasets, magnetic property prediction models, or high-impact screening pipelines.
Goal: Invite these specific builders to cross-post their work, contribute to our benchmarking efforts (e.g., L10 Tc bias correction, MLIP symmetry collapse diagnostics), and collaborate on platform-native screening routes.
Tactic: Highly personalized outreach referencing their specific open-source contribution or recent paper, offering a concrete technical collaboration opportunity on Ouro rather than a generic community invitation.