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….

Simcenter SCADAS RS for rugged data acquisition for military vehicles

Rugged data acquisition for land system readiness: The role of Simcenter SCADAS RS in noise and vibration validation

Discover how rugged data acquisition with Simcenter SCADAS RS enables reliable noise and vibration testing for military and armored vehicles in extreme field conditions

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.

road roughness indexation analysis on Simcenter Testlab

Road load data for road roughness: the perfect guide to vehicle durability performance

Every vehicle tells a story written in vibrations, impacts, and countless load cycles. While most drivers only notice the harshest…

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

Wright Brothers first flight

119 years ago Wilbur and Orville Wright made history

119 years ago this weekend, Wilbur and Orville Wright made history at Kitty Hawk, North Carolina. Located on a series…