Siemens Digital Industries Software Blogs

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.

In Part I of this series, we introduced the idea that Graph Neural Networks (GNNs) and Large Language Models (LLMs)...

As cars and vehicles become more complex and software-defined, the role of data in the automotive industry has become more...

Humanoid robots are quickly transitioning from experimental pilots to scalable industrial solutions; and at the heart of this change is AI and simulation.

Humanoid robots are showing up on factory floors, warehouses and manufacturing environments at an increasingly rapid pace. Shipments of humanoid...

Experts say Industry can not fully abandon Petroleum. So, is the concept of industry "going green" even possible?

Experts say Industry can not fully abandon Petroleum. So, is the concept of industry "going green" even possible?

With the June 2026 release, we’re introducing an exciting new chapter in the evolution of our flagship design and engineering...

New technology is, without a doubt, cool. However, for that technology to have value it must be practical as well,...