A useful digital twin is a decision loop: asset identity, state sensing, physics model, calibration, uncertainty, and action policy. AI CAE can accelerate prediction inside that loop, but it must remain tied to solver evidence and test residuals.
Digital TwinAI CAESimulation
Visual module
Visual review map
A compact map of the article: decision, input, validation, and output.
decision-ready evidence
01
Question
제품 결정으로 바꿀 검토 질문
02
Inputs
형상, 재료, load case, 경계조건
03
Gate
V&V, 수렴, uncertainty 확인
04
Output
보고서, 위험 항목, 다음 조치