Synopsys Inc. has announced a strategic partnership with JuliaHub to integrate JuliaHub's Dyad simulation platform into Ansys TwinAI™, part of the Synopsys simulation and analysis portfolio. This collaboration combines JuliaHub's expertise in AI-driven, physics-informed simulation with Synopsys' digital twin technology, aiming to accelerate innovation and improve hardware design and system optimization. The integration will enable the creation of hybrid digital twins by merging physics-based simulation with adaptive AI models, offering organizations enhanced real-time simulation, predictive analytics, and scalable cloud-based deployment for digital twins. Future releases of Ansys TwinAI will incrementally include Dyad features as part of this partnership.