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….

Automotive Testing expo 2026

There’s still time to register for Automotive Testing Expo 2026: Experience AI powered performance engineering with Simcenter

Explore how AI-powered performance engineering is transforming automotive development at Automotive Testing Expo Europe 2026. At Hall 1, Booth #1930, Siemens will showcase how virtual prototyping, AI-driven data workflows and physical testing come together to help engineering teams accelerate development, improve decision-making and validate performance with greater confidence.

E-drivetrain measurements to insights

A 4-step approach to transform multiphysics e-drivetrain measurements into meaningful initial engineering insights

Electric drivetrain programs generate massive amounts of multiphysics data — yet many teams still struggle to turn it into trusted engineering decisions. This article presents a proven 4‑step approach to transform raw electrical, mechanical, and vibration measurements into validated, correlated, and repeatable insights, using a unified Simcenter Testlab workflow from measurement to decision.

Accelerate EV geartrain NVH simulation: 5x faster with Simcenter 3D Motion

Why NVH performance matters The electric vehicle (EV) revolution is here, promising a cleaner, more efficient future for transportation. But…

The inaugural AI master class 2026: Unlock competitive advantage with your physical test data

Unlock the power of your engineering test data in this three‑day AI master class. Build practical AI workflows, improve NVH and durability processes, and boost innovation through hands‑on training. Read this blog to learn more and register to accelerate your AI‑driven engineering future.

Stopping power: Improving brake performance testing with advanced DAQ and data validation software

Ensure paramount safety and performance in product development with robust brake testing. Discover how Siemens Simcenter SCADAS RS and Simcenter Testlab provide an unparalleled solution for accurate data acquisition and critical data validation in automotive, heavy-duty truck, and industrial machinery brake performance testing. Improve efficiency, accelerate development, and make data-driven decisions for superior braking systems.

Simcenter E-Machine Design title image

The new Simcenter E-Machine Design Early Access Program 2512

The Simcenter E-Machine Design Early Access Program offers users a sneak-peak at the latest enhancements and a chance to help…

Design exploration masterclass

Revolutionize automotive R&D: Harness the power of design exploration

In today’s fast-paced automotive industry, innovation isn’t just an advantage – it’s a necessity. Developing cutting-edge vehicles requires advanced tools…