AI masterclass 2026: takeaways on turning physical test data into competitive advantage

AI master class 2026: takeaways on turning physical test data into competitive advantage

From raw test data to AI-driven decisions in just three days—here’s what happened at the AI Master class in Leuven, where engineers got hands-on with AI.
Over three intensive days, participants progressed from AI fundamentals to building fully integrated workflows. They learned how to prepare AI-ready data, automate validation and feature extraction, and train models for real engineering use cases, including road-noise prediction and manufacturing quality classification.
By combining physical testing expertise with scalable AI workflows, the master class demonstrated how organizations can accelerate decision-making, improve model reliability, and unlock the full value of their test data—today and in the future.

Simcenter physical testing: Valuable monthly archive older than 12 months

This newspaper archive provides access to Simcenter physical testing blog articles overview published prior to the most recent 12 months….

Driving digital transformation in aviation

Driving digital transformation in aviation (with capable engineering simulation software)

Why is driving digital transformation in the aviation industry crucial? The aviation industry is continuously progressing, with aircraft advancements becoming…

Junkers Ju 52 in flight over Austria (credit Bernd K)

Engineering the past: Bringing a vintage Ju 52 aircraft back to life with the digital twin

AeroFEM revived the iconic Junkers Ju 52 using Siemens Simcenter. Through advanced simulation and reverse engineering, they recreated the vintage aircraft to meet modern aviation standards while preserving its historical design. This project highlights the balance between historical preservation and cutting-edge technology in aviation restoration.

Simcenter E-Machine Design software first release image.

What’s New in Simcenter Mechanical simulation 2312

Simcenter Mechanical simulation 2312 introduces the latest updates to our products including: Simcenter 3D, Simcenter Nastran, Simcenter E-Machine Design, Simcenter Madymo, Simcenter Tire, and Simcenter Magnet.

Simcenter Smart Virtual Sensing results overlaid on a wind turbine blade.

Simcenter 3D Smart Virtual Sensing – Unveiling the Magic

Simcenter 3D Smart Virtual Sensing offers a robust framework to measure the unmeasurable sensing locations.  It enables the creation of physics-based smart virtual sensors executable digital twins(xDTs) to deploy on different phases of the product lifecycle. The innovative approach enables you to have more efficient tests, faster design optimization, smarter manufacturing, and predictive maintenance. Most importantly, it maximizes the value of the digital twin in the entire enterprise

Power electronics for electric aircraft

Power electronics in aerospace: megawatts need mega attention

The electrification of aircraft systems is more and more common to reach the sustainable aviation goal. Read this blog to understand the implication of power electronics and their impact on other components.

Logo for CMSE 2023 conference

Simcenter at CMSE 2023 Conference

Attend the Components for Military and Space Electronics (CMSE 2023) conference to learn how Simcenter can help you engineer semiconductor package design through an integrated workflow.

What’s new in Simcenter FLOEFD 2205?

Learn about faster CFD meshing and handling of complex or low quality CAD geometry, Xcelerator Share for cloud based collaboration, 1D Elements within 3D CFD and PCB thermal modeling enhancements