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AI for Digital Twin

Products & Services

·High-fidelity experiments + data-driven modelling

·Physics-informed machine learning

·Turbulent thermofluids and multiphase flow (boiling, condensation)

·Digital twins for:

  1. Energy systems

  2. Noise & pollution sources

  3. Infrastructure assets

Boiling Flow Prediction

Film boiling

Hidden Temperature prediction

Conventional Modelling

AI Model

Bubble Coalescing Prediction

Skirted Bubble

Non Isothermal bubble coalescing

Hidden Turbulent Flow

Field Prediction

Packed bed porous media 

Different flow condition prediction for real time control

Porous media 

Different flow condition prediction 

Hidden Thermal Field Prediction

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