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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

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Conventional Modelling

AI Model

Bubble Coalescing Prediction

Skirted Bubble

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Non Isothermal bubble coalescing

Hidden Turbulent Flow

Field Prediction

Packed bed porous media 

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Different flow condition prediction for real time control

Porous media ​

Different flow condition prediction 

Hidden Thermal Field Prediction

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