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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:
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Energy systems
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Noise & pollution sources
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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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