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parameterized physics-informed neural network

technology1 mentionslast seen Nov 10, 2026

Deep learning framework for predicting thermohydraulic performance of embedded manifold microchannels.

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parameterized physics-informed neural network

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parameterized physics-informed neural networkapplies tohigh-performance electronic chip cooling

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preprintarXivNov 7, 2026Parameterized Physics-Informed Neural Networks for Efficient Simulation of Embedded Microfluidic Chip Cooling
parameterized physics-informed neural network (PINN) as a deep learning framework for rapidly and accurately predicting the thermohydraulic performance of embedded manifold microchannels