CFD Suite

Collection of innovative AI Models
for Computational Fluid Dynamics (CFD) acceleration.

Ultra-fast results, radically lower TCO. Explore new possibilities.

Cross-platform. No changes in hardware needed.
Plug & play for existing CFD tools.
(data format compatibility)

Key features

  • CFD solvers accelerated with AI / Artificial Intelligence
    (time to results significantly shorter & better speedup than with hardware accelerators)
  • Augmentation of numerical solvers with complementary AI models
    (faster analysis, reduced cost of trial & error experiments, 100% compatible with existing tools)
  • Solver specific AI models for Digital Twin industrial scenarios
    (generalized AI models for different use cases, geometries, and parameters’ values)
  • Designed to scale up fast
    (solver specific AI model within 2-4wks vs. 1-2yrs efforts for hardware adaptations)

Get results in minutes instead of hours

CFD Suite (AI-accelerated CFD)

Example results for chemical mixing simulation

CFD Suite in action (chemical mixing)

Benefits and new possibilities with AI

  • Ultra-fast results drive costs down
    Lower cost of trial & error experiments, faster prototyping and parameterization
  • Eliminate expensive hardware adaptations
    Cross-platform & faster than hardware-accelerated traditional CFD solvers
  • Real-time simulations for ever-increasing amounts of data
    Run more complex simulations within the same infrastructure
  • Lower entry barrier for new CFD adopters
    Quick answers with AI
  • Plug & Play
    Compatible with growing number of CFD tools

CFD Suite deliverables

AI Model(s) compatible with your existing workflow

  • No need to change any data types, replace toolchains, etc.
  • No hardware/infrastructure upgrades or changes needed
  • Cross-platform compatibility (CPU-only, CPU+GPU, PC/ data center/ cloud, etc.)

AI Model(s) easy to use

  • Highly compatible solution ready to take data as CFD Solvers do
  • Easy adaptation. Working the same way, the standard CFD Solvers do
  • Minimum 10x faster results compering to CFD Solvers
  • Highly adaptive solution ready to follow changes in  CFD Solvers

AI Model(s) enabling new possibilities

  • Much faster simulations
  • Significantly reduced cost of trial & error experiments

Typical steps to get started

  1. CFD Solver selection: pick the one you’d like to accelerate
    Typical candidate: simulations that take too long
  2. Setting the targets for AI Model(s)
    What level of acceleration do you expect? Reduce time/iterations? Anything else?
    What is the accepted accuracy? Within 85-95%? Higher? Lower?
    Should AI generate only the result of the simulation or intermediate steps as well?
    Consultancy to assess the solver’s input/output (types, ranges, etc.)
  3. AI Model training
    Based on the above, byteLAKE will train the CFD Suite to accelerate your CFD Solver(s)
    CFD Suite will be 100% compatible with your workflow
    = no need for any changes in infrastructure or data formats/types

Roadmap highlights

  • CFD Suite framework
    2D, 3D domains
    Steady-state simulations
    AI models generalization
  • Solver specific AI models
    Chemicals mixing
    Flow around buildings
  • Accelerate solvers from leading CFD Tools incl. open source
    Compatibility of input/output
  • Beyond one-node (HPC)
    Large simulations: >2M cells, 5M, >10M
  • Integration with partners’ CAE / CFD tools
    Tridiagonal Solutions’ MixIT
    others
  • Beyond on-premise
    CFD Suite as a Service via Cloud providers
  • Transient / unsteady simulations
  • AI Models generator
  • byteLAKE CFD Suite unleashed
    Growing collection of innovative AI Models for CFD across industries
  • Channel partnerships

byteLAKE's CFD Suite Roadmap

Contact us to to learn more
and test CFD Suite.

Join the CFD Suite community!

AI in CFD

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.