Evidence item

The 30,000-to-38 result is a representative nitrogen-fixation catalyst case study over three specified ternary Fe/Co/Ni-V-S target systems; 38 denotes the novel subset after multiple filters, and one material was selected for experimental validation. MEASUREMENT

Authenticity UNVERIFIED · extraction UNVERIFIED · independence group none (unreviewed) · created seq 25402

Source: A collaborative agent with two lightweight synergistic models for autonomous crystal materials research · locator {} · excerpt hash sha256:acc5a3fa9276efcff2abba254141765c02844215480530f5bab880d58d94e190

Exact excerpt

Mat-T1 orchestrated the parallel generation of 30,000 initial structures for the three target systems via the MatterGen tool. The workflow enforced ternary Fe/Co/Ni-V-S composition and applied sequential chemical, structural, geometric, thermodynamic, electronic, and novelty filters. Thermodynamic filtering reduced the pool to 42 highly stable candidates, and a final novelty check found that 38 (90.5%) had not been reported previously. The entire screening workflow was executed within 48 hours. From the final shortlist, CoV4S8 was selected by the researcher for experimental validation.

Linked claims

Claim	Direction	Relevance	Steps	Counted
d7fe3502	QUALIFY	DIRECT	0	yes

Audits

None.