Millennium Enterprise Multiphysics Platform

Overview

Millennium M1 Accelerates CFD System Design and Analysis

Computational fluid dynamics (CFD) simulations have been widely used to shorten lengthy design cycles and reduce the number of costly experiments. However, the accuracy and speed limitations of traditional CFD solver technology and computing resources have limited the potential for CFD analysis. These challenges have typically prevented CFD users from efficient virtual engineering.

The Cadence Millennium M1 CFD Supercomputer, the industry’s first turnkey CFD solution, overcomes these obstacles with a combination of best-in-class graphic processing unit (GPU) resident CFD solvers such as the Cadence Fidelity LES Solver for large eddy simulations (LES) and scalable high-performance computing (HPC) hardware to unleash unprecedented performance. Rapid generation of high-quality synthetic data enables generative AI to quickly identify optimal system design solutions without compromising accuracy.

Millennium M1 extends the practical application of LES in aerospace, automotive, power generation, and turbomachinery applications by reducing turnaround time from days to hours.

Key Benefits

Save Design Time and Computing Resources

GPU Acceleration

Best-in-class GPU resident CFD solvers provide the fastest time to results with the lowest power consumption

Turnkey Solution

Combines Fidelity CFD software with HPC hardware for a single, ready-to-go CFD supercomputing solution

Optimized Performance

Scalable HPC architecture and modern GPU resident solvers are tuned for optimal system performance

Highly Scalable

Stackable compute nodes scale with the application for the fastest turnaround time

Features

Integrated Hardware and Software Platform for CFD Supercomputing

GPU Acceleration

GPU acceleration is transforming high-fidelity CFD, massively impacting aerospace, automotive, turbomachinery, and many other industries. Leveraging GPU computing for CFD unlocks engineering efficiency. For a given investment in computing, the Fidelity LES solver provides an up to 10X increase in throughput relative to CPU. For a fixed simulation throughput, the reduction in energy requirement of GPU computing versus CPU computing is about 17X.

Case	Description	Grid Size (million of cells)	Milennium Nodes	Turnaround Time (hours)
TUM DrivAer Automobile	Drag and wake prediction	144	2	4.6
NASA SDT Turbofan	Turbofan performance and noise	142	2	6.7
GE E3 Combustor	Liner temperature and exit profile	179	2	7.8
JSM Airframe	Max lift polar and stall structure	185	2	13.9

Millennium M1 provides same-day simulation turnaround times for automotive, aerospace, and turbomachinery applications

Scalability

Millennium M1 provides near-linear scaling across applications, from external aerodynamics and aero-acoustics to combustion and multiphysics. It enables massive LES simulations with the fastest time to results—such as the accurate simulation of a realistic aircraft in landing configuration, in under 14 hours on just two GPU nodes.

Fidelity LES scalability on Millennium M1 for joint strike missile (JSM) airframe

High-Fidelity LES

The Fidelity LES solver within Millennium M1 combines advanced numerical methods and models, providing cost-effective, high-throughput simulation via GPU acceleration. Unique solver discretization combines with the latest sub-grid scale and wall modeling to offer an LES capability that delivers remarkable robustness to grid resolution.

Sandia flame D experiments compared to Fidelity CharLES results for different mesh sizes

Learn More

Cloud Ready

Millennium M1 is available in two options: Cloud and on-premises.

Cloud
Millennium Cloud is hosted by Cadence and provides stackable compute nodes that scale with the application. General-purpose and International Traffic in Arms Regulations (ITAR)-certified environments are available.

On Premises
Cadence also offers Millennium M1 as a turnkey solution installed on-premises within customer IT infrastructure—ready-to-go CFD supercomputing.

Applications

Expanding Practical Application of High-Fidelity LES

Millennium M1 enables designers to improve engineering efficiency for a broad range of applications. It provides a modern modular and scalable HPC architecture preloaded with Cadence’s Fidelity CFD software—unlocking performance like never before.

Automotive

The aerodynamics of a car play a significant role in determining the driving range of battery electric vehicles and the fuel economy/greenhouse gas (GHG) footprint of internal combustion engine (ICE) vehicles. As designers develop automobile aerodynamics, they need to evaluate several design considerations. Lack of accuracy in the simulation tool can result in small improvement opportunities going unnoticed or, worse, driving the design in the wrong direction.

The Fidelity LES solver in Millennium M1 provides the accuracy and precision needed for predicting aerodynamic forces with wind-tunnel accuracy in turnaround times previously achieved only with lower-fidelity methods.

High-fidelity CFD simulation of the external aerodynamics of a car with the Fidelity LES solver

Aerospace

Millennium M1 enables designers to predict aerodynamic forces for complex geometries over a range of flow regimes from low-Mach to transonic and supersonic. Changes in vehicle drag due to subtle geometric design modifications can be captured and the onset of stall over high angle of attack airfoils on a commercial aircraft can be captured.

Predicting lift and stall of a commercial aircraft

Turbomachinery

Millennium M1 is transforming high-fidelity CFD, reducing the turnaround time for LES simulations from days to hours. Multiple high-fidelity simulations can be performed in a single day, allowing exploration of complex design spaces with unprecedented speed and accuracy and enabling large digital twin simulation and analysis.

Combustion, heat transfer, and durability of the NASA E3 aviation combustor

Customer Stories

See What Customers Have to Say

“The combination of Cadence Fidelity CFD software and GPU computing has increased our high-fidelity simulation throughput by up to 8X for our subsonic applications. Given the large volume of simulations we run, we expect the Millennium M1 to have a positive impact on our workflow in terms of speedup and accuracy.”

Mathieu Amiraux, Senior Aerodynamicist, Corvid Technologies

“This mixture of accuracy, speed and scale is already impacting the design of aerospace, automotive, and energy systems where turbulence plays a critical role and will usher in a new generation of predictive simulations.”

Professor Parviz Moin, Stanford University and Founding Director of the Center for Turbulence Research (CTR)

“ASUS is excited to work with Cadence on their new Millennium platform, which delivers exceptional performance and energy efficiency through Cadence’s revolutionary combination of hardware and software. We look forward to our continued partnership to address AI-enabled digital twin designs..."

Paul Ju, Corporate Vice President and CTO of Data Center, ASUS