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SK hynix adopts NVIDIA PhysicsNeMo to accelerate semiconductor process development
Tuesday, February 10, 2026 at 06:19 AM
SK hynix is utilizing NVIDIA's PhysicsNeMo framework to accelerate its semiconductor technology development. The AI-driven PhysicsNeMo helps SK hynix engineers speed up the development of proprietary AI models, optimizing manufacturing processes and material simulations.
Context
SK hynix has officially adopted NVIDIA’s PhysicsNeMo framework to revolutionize its semiconductor process development. By utilizing physics-informed AI, the collaboration aims to significantly shorten the research and development cycles for advanced memory technologies. This shift allows engineers to create highly accurate digital twins and predictive models, drastically reducing the reliance on physical testing for complex manufacturing stages.
The implementation comes at a critical juncture as SK hynix scales production for HBM4 and transitions to next-generation nodes. NVIDIA's technology reportedly slashes simulation times that previously took weeks down to mere hours, providing a massive competitive edge in production yield. This integration solidifies the deep synergy between the two companies, ensuring that SK hynix can meet the soaring global demand for AI-optimized hardware at the rapid pace required by the market.
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