Materials discovery (ML screen)

Name: BR-L2-A8 — Materials discovery (ML screen)
Creator: Kronos Fusion Energy
License: https://creativecommons.org/licenses/by/4.0/

BR-L2-A8reproducedverification card freeze 2026-08-27

What was computed

CHGNet screen refresh (see KX-L1-A4): leads confirmed at ML level; DFT confirmation running in alloy chain

Reproduce this

# Reproduce BR-L2-A8 against the frozen record
pip install kronos-toolkit   # github.com/KronosFE/kronos-toolkit
python -c "from kronos_toolkit.verify import run_regression; run_regression()"
# BR-L2-A8 is anchored in the 2026-08-27 freeze spine (verdict: reproduced).

Sources

Read the paper (Paper 2.17) → Deposit — doi:22132119 Physics De-Risking Register (R0) All gates →