CLI that applies the Clever Materials falsification test to materials-science ML datasets: detects confounding via a bibliographic fingerprint (year/author/journal leaking the target). Built on Jablonka 2026 (arXiv:2602.17730) + Huang&Cole / Nandy datasets (Scientific Data).

SiOC/SiOCN lithium-ion battery anode discovery with leakage-controlled ML and Streamlit screening.

Criticality-aware sodium-ion cathode prioritization using Materials Project records, text-mined evidence, and leakage-audited ML.

Theme-level skill for battery DFT analysis, including insertion voltage, volume change, and migration barriers.

Shanghai Boombio offers one-stop cross-border supply for global biopharma, research and new energy. We provide reagents, standards, lab consumables and lithium battery materials. With strict quality control, cold chain logistics and full compliance, we serve research institutes, biotech firms and new energy manufacturers worldwide.

Graph-based material intelligence platform for battery material screening, criticality analysis, similarity search, and recommendation-driven decision support.