Introducing
HIDENN-SIM
Offline surrogate modeling agent in CAE
Run ultra-fast, data-secure, AI-driven simulations that empower every engineer to explore the full design space effortlessly.
About HIDENN-SIM
HIDENN-SIM overcomes this problem. By integrating AI-driven surrogate modeling with a conversational LLM-based interface, HIDENN-SIM empowers engineers to rapidly simulate, evaluate, and iterate across a wide range of design scenarios. Instead of being limited to one-off FEA runs, users can now explore “what-if” questions, such as “How does changing geometry, material properties, or boundary conditions impact performance,” quickly and intuitively.
Key Benefits
- Faster Iteration: Reduce simulation time from weeks or days to hours.
- Cost Savings: Minimize reliance on expensive high-performance computing runs and streamline the design cycle.
- Accessible Simulation: Enable engineers of all skill levels to run advanced simulations without deep simulation expertise via the use of an AI chat agent.
- Broader Exploration: Explore more design variations in less time, leading to better, more innovative outcomes.
- Full Local Operation: Operate entirely on a local, open-source LLM to protect proprietary design and simulation data.
- Scalable Simulations: Handle up to 10²¹ Degrees of Freedom with Data-Free AI modeling, enabling ultra-high-resolution simulations for additive manufacturing, electronic design, and other complex engineering industries.
Why HIDENN-SIM is Different
- Physics-Based AI: Blends data-driven approaches with physics-based models, unlike tools that rely solely on data or solely on physics.
- Data-Efficient and Contextual: Avoids the pitfalls of data-hungry or context-blind existing surrogate modeling tools.
- Data-Driven and Data-Free AI-Capabilities: Generates surrogate models from existing data or bypasses data generation entirely with custom, cutting-edge AI solvers.
- High-Dimensional Capability: Handles many design variables simultaneously for data-free problems, without computational slow down.
- Accessible via an LLM: Combines data-driven and data-free AI-parametric modeling with a user-friendly AI assistant for a powerful yet intuitive experience.
Demo Showcases
