Materials Intelligence Stack
Operators and developers in extreme-environment industries make costly material decisions — run/retire, coating replacement, alloy down-selection — mostly on experimental data alone, slowly and expensively. AIsteels compresses that process: three physics-based tools (Austenitic, Ferritic, HEAs) share a common uncertainty-quantified architecture so that a single experimental campaign updates all relevant modules simultaneously, and blind predictions are lodged before exposure, not after.