AI/ML FOR ENGINEERING & SCIENTIFIC R&D
Powering Innovation: AI/ML for Engineering & Scientific R&D
Transform your engineering and scientific research with Rescale’s AI-assisted engineering capabilities. Learn how engineers, data scientists, and technology leaders can leverage AI/ML for unprecedented efficiency and accelerated innovation in R&D. Discover how Rescale provides scalable hardware, intelligent model development, and AI-powered insights to supercharge your product development cycles.
Business Impact
Accelerate Innovation with AI
Transform R&D Cycle Times
Shorten R&D cycles by leveraging AI-powered simulation. Intelligent Energy, for example, reduced complex simulation times from 24 hours to mere milliseconds and preprocessing times from 8 hours down to milliseconds, accelerating the delivery of next-generation hydrogen power solutions.
Unprecedented Acceleration & Accuracy
Drive significant speed-ups in simulation results while maintaining high levels of accuracy. GM Motorsports achieved 1000X+ accelerated results for design evaluation with over 99% accuracy when compared to traditional CFD simulation.
Fuel Breakthroughs and Boost IP
Leverage AI to streamline engineering workflows and accelerate the creation of novel intellectual property. Sumitomo Electric, a leading energy equipment manufacturer, redefined R&D innovation with AI on Rescale, achieving a 5x increase in new patents.
SURROGATE & REDUCED ORDER MODELING
Accelerate Simulations, Transform Engineering Agility
Build, deploy, and fine-tune customized physics-based AI models that unlock the value of your data. Rescale’s AI Physics enables rapid prediction of simulation to gain accurate results significantly faster than traditional methods, transforming R&D processes and accelerating simulation-driven innovation. It allows for real-time predictions and exploration of the design space in seconds, with accuracy matching traditional simulation methods.
MODEL DEVELOPMENT & DEPLOYMENT
Develop & Deploy Custom, Verifiable AI Models
Create automated training workflows that streamline the entire training process for your custom surrogate models. This includes the ability to train, deploy, and fine-tune these models using your existing simulation data. Rescale supports a comprehensive AI training and deployment pipeline, ensuring seamless integration of your model development lifecycle. This empowers engineers to unlock the value of data and building customized physics-based AI models.
To learn more about AI/ML for engineering and scientific R&D, contact us for a demo tailored to your needs.
AI DATA SEARCH & ANALYSIS
AI-Assisted Data Discovery and Powerful Analytics
Discover hidden insights within your vast simulation datasets. Rescale’s comprehensive data management, combined with AI search, enables full visibility of historical simulation results. Our advanced data search features are enhanced by Rescale Assistant which can query and understand your data, empowering engineers to quickly pinpoint relevant information and accelerate discovery. This capability ensures adaptability to explore and visualize data, enhancing collaboration and decision-making.
GPU CAPACITY FOR AI TRAINING & INFERENCE
Access Scalable Compute to Power Your AI Ambitions
Access the latest GPU architectures, scaled to the capacity teams need to meet modern AI requirements. Rescale seamlessly connects you to high-performance AI computing across leading hyperscalers and specialized cloud providers. This ensures your AI training and inference workloads consistently run on the most advanced hardware. Tap into the unmatched power of NVIDIA DGX Cloud for effortless scaling of AI-driven research and development. Leverage this flexible infrastructure to meet your most demanding computational needs, even as they evolve.
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