most citedFlexPINN: Modeling Fluid Dynamics and Mass Transfer in 3D Micromixer Geometries Using a Flexible Physics-Informed Neural Network

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cs.LG2025

Intelligent Optimization of Multi-Parameter Micromixers Using a Scientific Machine Learning Framework

Meraj Hassanzadeh, Ehsan Ghaderi, Mohamad Ali Bijarchi +1

Multidimensional optimization has consistently been a critical challenge in engineering. However, traditional simulation-based optimization methods have long been plagued by signif…