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Water Physics Simulation

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Molecular simulations uncover why water nanodrops spread thin on hydrophilic surfaces

Why does water roll off a duck's back but spread on clean glass? For macroscopic (millimeter-scale) drops, this behavior can ...
Nature

Integrating core physics and machine learning for improved parameter prediction in boiling water reactor operations

This study introduces a novel method for enhancing Boiling Water Reactor (BWR) operation simulations by integrating machine learning (ML) models with conventional simulation techniques. The ML model ...
Nature

Transfer learning enhanced deep neural network surrogate model for rapid multiphysics simulation of alkaline water electrolyzers

The global energy landscape stands at a pivotal crossroads, where the imperative to decarbonize industrial processes has thrust hydrogen into the spotlight as a promising energy carrier. Among various ...