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Vinci has introduced a thermo-mechanical simulation capability for hardware designs, enabling accurate warpage analysis under thermal conditions. This feature is built on Vinci's physics AI foundation model and allows engineers to predict stress and warpage directly from full-resolution designs without manual setup. The system provides deterministic results and is designed for secure production use, enhancing the speed and reliability of product development across complex hardware systems.