u/New-Economy123

I built a tool called DSF-AI that finds phase transitions, precursors, and regime changes in any two-column CSV data — R(T), DSC, impedance, dielectric, whatever. No physics assumptions, no per-material configuration.

Tested on 7 materials across 4 phenomena (superconductors, metal-insulator, ferroelectric, pharma DSC). Found all transitions including structural precursors that typically need ARPES or NMR to detect.

First analysis is free, no signup. Cluster property predictions (moment, EA, Seebeck, gap) are always free.

https://dsf-ai.com