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CFD Suite: innovative AI Models for computational fluid dynamics. Ultra fast results, radically lower TCO. Explore new possibilities.
Learn more about our project at: https://www.byteLAKE.com/en/CFDSuite
Join the community to stay up to date!
http://www.bytelake.com/en/AI4CFD-pt2
(Version 4 of the product vision)
Features:
- CFD solvers acceleration beyond what’s achievable with hardware upgrades or adaptation to HW accelerators
- Replacement of numerical solvers with equivalent AI models
- Use case specific AI models
- Digital twin ready
Benefits and new possibilities with AI
- Ultra fast results. Faster prototyping and parametrization.
- Replacing solvers with AI models (use case targeted calculators)
- AI models training much faster than adapting solvers for FPGAs/ GPUs for accelerating the results.
- Real-time simulations for ever-increasing amounts of data
- Acceleration beyond hardware capabilities
- Lowering entry barrier for new adopters of CFD simulations
- Democratization of CFD – AI CFD Models act as “CFD Calculators”, designed to address specific use cases and make it easy and straight forward to run simulations.
- Money savings by lowering TCO radically
- Increase complexity of simulations (AI predicting intermediate steps, allowing more advanced simulations with the same HW)
Roadmap
- Replacement of solvers with AI Models; Generalization (use cases, geometries etc.) for 2D, 3D domains; Models (turbulence/transient/tbd)
- Interactive AI Models; Use case specific solutions, interacting with solvers
- Custom AI Model generator; Tool to generate AI Models to replace CFD solvers on demand
- byteLAKE CFD Suite unleashed; Collection of innovative AI Models for Computational Fluid Dynamics (CFD)
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