Whether you are a researcher working in a university laboratory, an engineer solving complex technical problems for enterprise solutions, or a site decision maker determining how best to manage your data and energy, HPC and AI best practices and the technology to facilitate them are critical.
Boost Performance with Accelerated HPC and AI
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The NVIDIA Accelerated Compute Platform offers a complete end-to-end stack and suite of optimized products, infrastructure, and services to deliver unmatched performance, efficiency, ease of adoption, and responsiveness for scientific workloads. NVIDIA’s full-stack architectural approach ensures scientific applications execute with optimal performance, fewer servers, and use less energy, resulting in faster insights at dramatically lower costs for high-performance computing (HPC) and AI workflows.
NVIDIA HPC and AI Solutions Across Workflows
Scientists and Researchers
Researchers can enhance their HPC simulations with AI to achieve faster and better results for various scientific workloads.
Designers and Engineers
Engineers can use AI to evaluate a variety of designs, including medical devices, manufacturing robots, and automotive components.
Site Decision Maker
Site decision makers can leverage AI to identify and predict market trends, assess technical risks, and deploy fully utilized systems.
HPC and AI in Action
HPC and AI have many applications, such as solving our earth’s climate problems, accelerating scientific discoveries, and simulating workflows to complete tasks faster.
Simulate Workflows for Product Designs
NVIDIA PhysicsNeMo empowers engineers to construct precise AI surrogate models that combine physics-driven causality with simulation and observed data, enabling near-real-time predictions. With diffusion modeling, you can enhance engineering simulations and generate new data for scalable, responsive designs. PhysicsNeMo supports the creation of large-scale digital twin models across various physics domains, from computational fluid dynamics to climate modeling.
Climate and Weather Modeling
With NVIDIA Earth-2, HPC and AI are converged under a full-stack, open platform that accelerates climate and weather predictions with interactive, high-resolution simulation. It includes physical simulation of numerical models like ICON and IFS; neural network models such as FourCastNet, GraphCast, and Deep Learning Weather Prediction (DLWP) through NVIDIA PhysicsNeMo; and data federation and visualization with NVIDIA Omniverse?.
Data: DKRZ/MPI-M, ICON Model
Global-Scale Scientific Visualization
Visualization is the best way to analyze large scientific simulation data. However, the explosion in the size of the simulation results requires modern visualization tools that provide high interactivity, photo-realistic visuals, and real-time collaboration with team members.
NVIDIA Omniverse brings team members on the same virtual platform to collaborate in real-time and gather insights faster.
Maximize Developer Productivity
From computational fluid dynamics to molecular modeling, the NVIDIA HPC Software Development Kit (SDK) includes the proven compilers, libraries, and software tools essential to maximizing developer productivity and the performance and portability of HPC applications.
Full-Stack Supercomputing Optimization
Learn more about HPC and AI through session and demo videos, or get started with the NVIDIA Developer Blog.