AI+ML | The Art of the Possible

Your next colleague is an agent: The dawn of agentic AI-aided engineering

July 3, 2026

What if every engineer had instant access to simulation expertise? Agentic AI-Aided Engineering could transform engineering by putting intelligent AI agents alongside designers, automating complex CAE workflows, and breaking long-standing expertise bottlenecks. Discover how this emerging approach could democratize simulation and accelerate innovation across the engineering lifecycle

By Daniel Berger, Dorlis Bergmann, Arquimedes Canedo, Alexandru Ciobanas, Stefan Gavranovic, Chad Ghalamzan, Dirk Hartmann and Kai Liu

9 MIN READ

When off-the-shelf is not enough: fine-tuning for industrial part classification

June 29, 2026

Part identification in complex CAD assemblies is a bottleneck in simulation workflows, which can cost engineering teams days before the real work even begins. In this post, we explore how fine-tuning a Vision-Language Model on industrial components can improve the pre-processing phase.

By Maria Bonner

6 MIN READ

Computer Aided Engineering in the Industrial Metaverse – Part 2

December 1, 2023

The Industrial Metaverse (IM) is a virtual world in which one can interact with the digital twin. From a Computer…

By Robin Bornoff and Gabor Schulz

4 MIN READ

Illustration of an engineer of East Asian descent at a workstation engaged in generative AI design on floating digital screens, with a detailed physical model of a drone with exposed circuitry and mechanical parts on the desk beside them. The model reflects the generative AI's output, showcasing the practical application of the AI's computations in real-world engineering.

Generative engineering and the role of simulation

November 10, 2023

The community is abuzz with talk about Generative AI tools, but how can we exploit generative engineering to advance our productivity?

By Robin Bornoff and Dirk Hartmann

9 MIN READ

The transformative power of fusing Machine Learning and physics-based simulation in CAE tools - Oil painting by DALL-E

Beyond traditional engineering simulations: How Machine Learning is pioneering change in engineering

October 10, 2023

Machine Learning technologies are not just incremental enhancements; they hold the promise to revolutionize our understanding and application of simulation in engineering.

By Daniel Berger, Justin Hodges and Dirk Hartmann

7 MIN READ

Lisa’s journey: Embracing Simcenter Amesim Recommender as a new simulation engineer

October 9, 2023

Explore the benefits that engineers can enjoy by using Simcenter Amesim Recommeder. In this blog, we will track the progress of a new Simcenter Amesim User.

By Kai Liu and Dorlis Bergmann

5 MIN READ

Computer Aided Engineering in the Industrial Metaverse – Part 1

September 27, 2023

The Metaverse, as a concept, means different things to many people. Unsurprising as the Metaverse is in the process of…

By Robin Bornoff and Gabor Schulz

5 MIN READ

The potential impact of Large Language Models (LLMs) on Computer Aided Engineering

July 19, 2023

Humans are lazy. Large Language Models (LLMs) – what are they and how will they help make our lives even easier?!

By Robin Bornoff, Daniel Berger and Kai Liu

7 MIN READ