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byteLAKE's CFD Suite (v4): AI Models for Computational Fluid Dynamics

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Veröffentlicht am

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)

Veröffentlicht in: Technologie
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byteLAKE's CFD Suite (v4): AI Models for Computational Fluid Dynamics

  1. 1. byteLAKE Ultra fast results, radically lower TCO. Explore new possibilities. byteLAKE’s CFD Suite AI for CFD
  2. 2. Collection of innovative AI Models for Computational Fluid Dynamics (CFD) • 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 byteLAKE’s CFD Suite
  3. 3. • 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) Benefits and new possibilities with AI
  4. 4. • 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) byteLAKE’s CFD Suite Roadmap AI Models
  5. 5. Technical Highlights Collection of innovative AI Models for Computational Fluid Dynamics (CFD).
  6. 6. Replacing CFD solvers with AI Models • From CFD solvers • To AI Models Solver Step 1 Input Data Solver Step 2 Processed Data Solver Step n RESULTS Visualization Meshing Real-time RESULTS Visualization AI Model Input Data Meshing
  7. 7. CFD acceleration with AI • From CFD simulation • To AI accelerated simulation Solver Step 1 Input Data Solver Step 2 Processed Data Solver Step n RESULTS Visualization Solver Step 1 Solver Step m Processed Data Solver Step n RESULTS VisualizationAI PREDICTIONS Meshing Input Data Meshing
  8. 8. Join the community AI for CFD
  9. 9. Let’s talk about AI for CFD! 9 Can’t wait for you to join the community!
  10. 10. AI for CFD Community 10 LinkedIn Group Facebook Group Blog post series launched: Website:
  11. 11. Contact us at CFDSuite@byteLAKE.com to request access to byteLAKE CFD Suite. We offer a convenient and instant access in on-premise as well as Cloud configurations. For qualified partners there is also a possibility to receive access to byteLAKE CFD Suite with a complete hardware infrastructure. Learn more: byteLAKE.com/en/CFDSuite Announced at XDF’19 and SC19

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