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Reinvent Manufacturing—From Design to Delivery

Transform Manufacturing From End to End

Harness AI breakthroughs in engineering, simulation, production, remote collaboration, and visualization to revolutionize design, transform engineering, and power the factory of the future.

Metropolis for Factories

Improve operational efficiency and safety with NVIDIA Metropolis for Factories. A collection of automation AI workflows powered by vision AI, it lets solution providers and manufacturers develop, deploy, and manage customized AI solutions in factories.

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Advanced Functional Safety and Security for Edge AI

Accelerate the deployment of intelligent machines with NVIDIA IGX ORIN™, an industrial-grade edge AI platform that delivers high performance, advanced functional safety, and security.

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Design and Visualization
Engineering
The AI Factory

Design

NVIDIA RTX^™ visualization technology provides incredible speed for evaluating design variations in photorealistic accuracy. Teams of designers and engineers involved in the concept development process can see their product designs brought to life with real-time interactivity. Decisions about critical factors affecting user experience, performance, and appearance can be made faster than ever—ensuring your best concepts become a reality.

Explore RTX for Product Development

Advancing Product Design Flows in Manufacturing (PDF 1.46 MB)

Alstom Makes Fast Tracks With RTX Real-Time Rendering (PDF 179 KB)

Image courtesy of Florian Coenen.

Collaboration

Designers and engineers can experience real-time collaboration unlike ever before in a single, interactive, simulated environment with instant photorealistic output to ultra-high-fidelity, ray-traced, and path-traced rendering in one click. With NVIDIA Omniverse^™, you can transform the way you design—bringing 3D product concepts to life on the factory floor faster.

Learn About Omniverse for Manufacturing

Advanced Visualization

Create immersive, real-time, physically accurate visualizations with photorealistic rendering. NVIDIA RTX let's design teams iterate quickly to explore ideas and bring amazing products to life precisely as envisioned.

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Concept Evaluation

Deliver real-time photorealistic visualization for product design teams, allowing them to review physically accurate representations as they would appear in reality to speed collaboration and improve decision making.

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Product Configuration

Go from original CAD data to a real-time, ray-traced product configurator streaming from the cloud to multiple users with NVIDIA RTX and NVIDIA Encoder (NVENC).

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Virtualization for Global Design Teams

Get the same graphics and compute performance in a virtualized environment as in physical desktop workstations with NVIDIA RTX Virtual Workstations (vWS).

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Virtual Showrooms

Extend immersive retail experiences to potential customers around the world with photorealistic NVIDIA RTX rendering and NVIDIA CloudXR™ streaming capabilities.

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Marketing Asset Creation

Create stunning 3D designs, accelerate concept and design iterations, expedite manufacturing processes, and get your products into the hands of consumers faster.

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Engineering

Designers, engineers, and simulation experts can rapidly analyze and solve complex problems in structural mechanics (FEA), computational fluid dynamics (CFD), and computational electromechanics (CEM) by utilizing a wide array of hardware and software tools that take advantage of NVIDIA GPU acceleration.

Explore Solutions for Engineering Simulation

ASTEC Industries uses RTX to speed simulation of realistic particles (PDF 192 KB)

Image courtesy of Altair

Image courtesy of Florian Coenen.

Maintenance, Repair, and Optimization

Smart manufacturing continuously analyzes real-time operational data, coupled with engineering design and maintenance records, to create digital twins of industrial assets using a combination of physics and AI techniques. These digital twins can predict the behavior of their physical assets under various operating conditions and prescribe operational and service plans that maximize overall equipment availability and total factory return on capital.

Structural CAE

Mechanical engineers and engineering analysts can leverage the power of NVIDIA’s full-stack computing platform to work with massive datasets and perform complex simulations—from real-time FEA to CAD-embedded simulation to standalone CAE pre/post-processing, realistic multi-physics simulations, and visualization.

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Computational Fluid Dynamics

The next-generation of GPU-accelerated CFD solvers with multi-GPU support deliver higher productivity and efficiency to design engineers and analysts. Whether they’re evaluating the fluid effects of early concepts or performing complex flow simulations, solution times are reduced from days to hours and hours to minutes.

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Additive Manufacturing

Additive manufacturing (AM) has enabled the creation of lighter and stronger parts with improved performance while simplifying fabrication and increasing production flexibility. NVIDIA technology underpins many AM applications, including GPU-accelerated geometry kernels, generative design, real-time simulation and build preparation.

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Operational Process Optimization

Enable your workforce to boost yields and manufacturing capacity through new processes and service-oriented business models using AI algorithms in manufacturing and operations.

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Automation Systems

Augment the perception and control of automated material handling systems using GPU-powered AI. These complex systems handle the transportation and manipulation of materials throughout manufacturing and assembly facilities.

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Workforce Health and Productivity

Reduce your operational burden by providing flexible work styles to on-site engineers, making remote work more efficient, and improving the ease of future expansions and relocations.

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Production

The world's most innovative manufacturers harness petabytes of operational data to maximize the quality, predictability, and profitability of precision manufacturing. These data-driven factories use AI and high-performance computing (HPC) simulation to enable superhuman process control capabilities—positioning themselves to create innovative new products and services for new markets.

Explore Industrial-Scale AI

Image courtesy of Mindesk

Maintenance, Repair, and Optimization

Omniverse for Manufacturing

Automation and Robotic Systems

AI augments the perception and control of automated material handling systems using GPUs. These complex systems handle the transportation and manipulation of materials throughout manufacturing and assembly facilities.

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Factory Planning and Optimization

NVIDIA Omniverse, a scalable and cloud-native platform, makes it possible to create a true “virtual factory” experience, displaying full plant and factory layouts that support interactive fly-throughs and facility evaluations.

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Automated Quality Inspection and Test

GPUs enable AI and image processing that dramatically improves the accuracy of industrial inspection, resulting in superior defect detection, reduced test escapes, and increased yields at greater throughput.

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Predictive Maintenance and Prognostics

By reducing unexpected equipment failure and unplanned downtime, NVIDIA GPUs and software stack enable industrial companies to work smarter and more safely, while reducing operating expenses.

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Workforce Health and Productivity

Operational burden can be reduced by providing flexible work styles to on-site engineers, making remote work more efficient, and improving the ease of future expansions and relocations.

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Latest Manufacturing News

NVIDIA and Global Data Center System Manufacturers to Supercharge Generative AI and Industrial Digitalization

NVIDIA OVX servers feature new NVIDIA GPUs to accelerate AI training and inference as well as graphics-intensive workloads. The systems will be coming soon from Dell Technologies, Hewlett Packard Enterprise, Lenovo, Supermicro, and more.

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NVIDIA Brings Advanced Autonomy to Mobile Robots With Isaac AMR

NVIDIA Isaac^™ autonomous mobile robot (AMR) is an integrated, end-to-end platform that adds cutting-edge autonomy to robots. Running from the cloud to the edge, it accelerates deployment of the next generation of AMRs.

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World’s Leading Electronics Manufacturers Adopt NVIDIA Generative AI and Omniverse

Delta Electronics, Foxconn, Innodisk, Pegatron, Quanta, and Wistron are building virtual factories, simulating robotics, and automating inspections with NVIDIA Omniverse, Isaac Sim^™, and Metropolis.

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The Conference for the Era of AI and the Metaverse

Developer Conference March 20-23 | Keynote March 21

Don't miss these upcoming Manufacturing sessions at GTC.

High-Volume EUV Mask Inspection with Synthetic Data Generation

In semiconductor fabrication, lithography using UV light is one of the key patterning steps to transfer patterns on photomask to photoresist on wafer. At sub-7nm node, EUV (extreme UV, with 13.5nm wavelength) lithography is used at the layers with the smallest critical dimension. The quality of the photomask is of paramount importance, as any defect on the photomask is repeated on all wafers, severely impacting the yield. The standard way for photomask quality control is through mask inspection, a step in which optical images of the mask are collected using a mask inspection tool with the same (actinic) or different (non-actinic) wavelength. Actinic inspection is more desirable as it can capture phase defects, and is the focus of this study. A novel approach combining a compact machine learning model with a traditional optical simulation accelerated by GPU for reference image generation is presented for high-volume die-to-database EUV mask inspection.

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Driving the Future of Smart Factories With Cloud-enabled Digital Twins

The future smart factory is based on Industry5.0, which is adding concepts such as human-centric (helping workers with technology) and resilient (lead time reduction) to the extension of the 4th industrial revolution. Several key concepts are (1) multi-sourced data transmission, storage, and analysis; (2) individualized human-machine interaction; and (3) virtual space and object simulations. These future smart-factory concepts can be realized by a "metafactory" platform, driven by cloud and digital twin technology. For those who want to start a manufacturing business or upgrade a production line, this metafactory platform service will change the whole factory life cycle. Before building a real factory, a virtual factory is built and used for production optimization, control software virtual commissioning, and remote operation.

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Machine-Learned Sensitivity Extraction from Synthetic High-Fidelity Simulation Databases

Physics-based simulations are routinely used to help optimize designs and understand sensitivities with respect to input design variables. Despite significant increases in simulation throughput made possible in part by GPU acceleration, brute-force search for optimal designs using ensembles of detailed calculations can still be untenable due to prohibitive computational costs. Alternatively, adjoint-based simulation approaches or simple response surfaces are utilized to extract necessary sensitivity information in a more computationally efficient manner, but both are challenged when the design objectives are highly nonlinear or potentially discontinuous. We'll demonstrate using a machine-learned model to extract design sensitivity information from a limited subset of high-fidelity flow simulations.

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See All Manufacturing Sessions

NVIDIA Solutions for Manufacturing

Image courtesy of Epic Games and Porsche

Professional Laptops and Workstations

Access the powerful acceleration of NVIDIA professional GPUs while working remotely with laptops and desktop or mobile workstations.

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NVIDIA EGX Platform for Professional Visualization

The NVIDIA EGX^™ platform brings unprecedented graphics and compute power to the data center and combines the latest NVIDIA Ampere architecture GPUs with NVIDIA SmartNICs and virtual GPU (vGPU) software.

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Virtualization

NVIDIA RTX Virtual Workstations let designers and engineers access applications from anywhere with accelerated performance, so they can work faster and IT can stretch budgets.

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Accelerated Edge Computing

NVIDIA EGX and Jetson^™ solutions accelerate the most powerful edge computing systems to power diverse applications, including industrial inspection, predictive maintenance, factory robotics, and autonomous machines.

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Discuss How to Unlock the Potential of Your Business

NVIDIA technology and our innovators across multiple disciplines can help you power transformation, innovation, and the future of your organization.

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Discover Training to Meet Your Organization's Goals

The NVIDIA Deep Learning Institute (DLI) offers hands-on training in AI, accelerated computing, and accelerated data science.

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Develop Solutions to the Most Complex Challenges

NVIDIA provides access to hundreds of GPU-accelerated containers, models, and SDKs—all the tools necessary to successfully build apps with NVIDIA technology.

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