Industrial Machinery & Heavy Equipment

Operational Deflection Shapes: From frequency peaks to understanding structural motion

July 1, 2026

Discover how Operational Deflection Shapes (ODS) reveal real-world structural motion, helping engineers diagnose NVH issues, identify vibration sources, and accelerate troubleshooting with Simcenter Testlab.

By Markus Brandstetter

6 MIN READ

Exploded electronics housing assembly with PCB, capacitors, and connectors, illustrating the structural design complexity that Simcenter PhysicsAI Generate helps solve.

Generate physics-aware 3D engineering design concepts with Simcenter PhysicsAI

June 23, 2026

Discover how Simcenter PhysicsAI Generate uses diffusion-based Generative AI trained on simulation data to create physics-aware engineering design concepts from requirements, in seconds.

By Nachiket Patil

10 MIN READ

System Simulation for AI factories: A digital twin approach to cooling, power and microgrid for modern data centers

June 16, 2026

This blog post introduces system simulation for AI Factories to better understand how using the digital twin with Simcenter Systems solutions helps design modern data centers for cooling, power and microgrid.

By Stephane Neyrat

9 MIN READ

System Simulation for humanoid robots – Turning complexity into competitive advantage with Simcenter Amesim

June 15, 2026

This blog introduces System Simulation for designing Humanoid Robots virtually with digital twins in Simcenter Amesim. It’s mechatronics with multiphysics to virtually size and assess the performances of Humanoid Robots with simulations executed in few seconds.

By Stephane Neyrat

6 MIN READ

Simcenter closed-loop simulator in action

Excavator closed-loop simulator: From fuel to soil

June 12, 2026

Can you improve excavator productivity without increasing fuel consumption or mechanical failures? Anyone involved in excavator design knows the dilemma….

By Romain Nicolas

5 MIN READ

Simcenter PhysicsAI Geometric Deep Learning

Beyond the solver: How Geometric Deep Learning is reshaping CAE

June 10, 2026

Discover how Geometric Deep Learning powers Simcenter PhysicsAI to deliver fast, accurate CFD & FEA surrogate models – cutting simulation time from days to seconds.

By Nachiket Patil

9 MIN READ

Close-up of a CNC milling tool actively cutting a metal workpiece, with metal shavings and coolant fluid spraying outward during high-speed machining

The artisan’s ear in the digital age: Reimagining tool life with AI and Executable Digital Twins

June 9, 2026

From shop floor intuition to AI-powered foresight – discover how Simcenter Reduced Order Modeling uses Bayesian Neural Networks to predict CNC tool wear and remaining useful life.

By Nachiket Patil and Gabriel Amine-Eddine

9 MIN READ