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….

Active magnetic bearings

Simcenter 3D 2512: Active magnetic bearings in turbomachines

Introduction Using Active Magnetic bearings in turbomachines has many benefits. High-speed turbocompressors, pumps, and turbines utilise them to reduce friction…

At SAE Noise and Vibration Conference and Exhibition 2025: Learn to solve modern NVH testing challenges with Simcenter

Visit the Siemens booth at the SAE Noise and Vibration Conference and Exhibition in Grand Rapids, Michigan USA from May 12-15. Don’t miss this opportunity to learn how to redefine your NVH testing landscape.

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…

A journey through the skies – lifting aerospace CFD engineers to new heights

From turbulence and transition modeling to enhanced compressor simulations and GPU-accelerated solvers, Simcenter STAR-CCM+ 2410 expands the aerospace CFD toolbox to reach new heights.

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 3D Margin of Safety Assessments: Search, seek and deploy

An introduction to the benefits of Simcenter 3D’s margin of safety tool for stress engineers. Including Simcenter 3D 2212’s updated calculation templates.

Credit: ESA/CNES/Arianespace

Towards another record year of space launches.

Read about space launches and how to perform safe and efficient space qualification testing to optimize spacecraft testing. Read the white paper.