Dyad v2.0.0 (juliahub.com)

JuliaHub has announced the release of Dyad v2.0.0, which integrates agentic AI with advanced simulation capabilities. This new version allows AI models to act as interactive collaborators, enabling them to autonomously propose experiments, test hypotheses, and refine results. By closing the loop between reasoning and simulation, Dyad accelerates engineering workflows and enhances verified model development, potentially transforming traditional trial-and-error methods into efficient AI-assisted modeling practices. The update also features a user-friendly graphical interface that simplifies exploratory modeling and supports scalable engineering tasks. In a significant move for the AI/ML community, JuliaHub has partnered with Synopsys to integrate Dyad with Ansys TwinAI, enhancing the accuracy of hardware design and system optimization through digital twins. The capabilities of Dyad were demonstrated in playful experiments, such as modeling a turkey's cooking strategy and a coffee cup's thermal dynamics, showcasing how AI can optimize real-world scenarios from culinary tasks to engineering solutions. With a weekly live-stream featuring real-world modeling challenges, this release not only pushes the boundaries of agent-based simulation but also invites engineers and researchers to engage with the technology directly, positioning Dyad as a leader in the next generation of AI-driven modeling tools.