Why AI in Engineering?

Artificial Intelligence (AI) is in the process of revolutionizing engineering by mastering complex tasks, improving accuracy and significantly reducing the time required to extract valuable information from miscellaneous sources like measurement and simulation. By leveraging AI, engineers can push the boundaries: from design understanding and optimization to prescriptive analytics and beyond.

What does CADFEM AI contain?

CADFEM's AI solutions are tailored with a special focus on stringent engineering requirements on hardware, data preparation, use cases and reliability, ensuring that engineers have simple access to the tools to focus on innovation and excellence.

CADFEM AI is a range of tools that seamlessly integrate with existing workflows and enhance the capabilities of simulation tools. We therefore recommend a mixture between extensions to known Simulation tools with Ansys AI+, bottom up solver integrations, stand-alone solutions like SimAI or Stochos and generative AI tools like Ansys GPT.

Real-world Engineering Applications

AI solutions are already making a significant impact across various industries. Here is a non-exhaustive list of typical successful applications:

1. Efficient Bayesian Optimization (BO) with a limited number of measured or simulated design points (hybrid multi-fidelity modeling) are key in industries like pharmaceutical, health technologies where measurements are prohibitively expensive.

2. Electronics, automotive and wearables with very short time to market benefit from instantaneous insights to incremental changes on non-parametric 3D geometries

3. Production chains can benefit from anomaly detection based on sensor data or model based process control.

Contact us or take a look at our CADFEM webinars on the new release for further advice and answers to your questions.

All CADFEM update webinars at a glance