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Milestones

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  • 🔥 Crucible Experiment Ready

    Final validation - all success criteria met. Ready for real-world alloy synthesis experiment in the metallurgical studio.

    Overdue by 18 day(s)
    •
    Due by February 16, 2026
    •1/6 issues closed
    16% complete5 open1 closed

  • Week 3-4: Testing & Documentation

    Unit & integration tests, end-to-end validation, model diagnostics dashboard, model card, user guide, and crucible-ready checklist.

    Overdue by 22 day(s)
    •
    Due by February 12, 2026
    •5/5 issues closed
    100% complete0 open5 closed

  • Week 2-3: Uncertainty & Validation

    Compute calibration metrics, flag in-distribution vs. extrapolation candidates, export with full context (CSV + PDF report), and log experimental outcomes to compute hit rates.

    Overdue by 28 day(s)
    •
    Due by February 6, 2026
    •3/3 issues closed
    100% complete0 open3 closed

  • Week 1-2: Physics & Chemistry Rigor

    Separate thermodynamic stability from synthesizability, add process-aware recommendations (arc melting, furnace, CVD) based on equipment, and provide weight-percent calculations for direct lab use.

    Overdue by 1 month(s)
    •
    Due by January 30, 2026
    •4/4 issues closed
    100% complete0 open4 closed

  • Week 1: Data & VAE Training

    Replace mock data with real Materials Project alloys, train VAE on real feature distributions, enforce chemically valid compositions (sum to 1.0, 5-95% range).

    Overdue by 1 month(s)
    •
    Due by January 23, 2026
    •3/3 issues closed
    100% complete0 open3 closed