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Frequency-compensated PINNs for Fluid-dynamic Design Problems
We demonstrate this approach by predicting simulation results over out of range time interval and for novel design conditions.
A Conditional Generative Model for Predicting Material Microstructures from Processing Methods
Microstructures of a material form the bridge linking processing conditions - which can be controlled, to the material property - which is the primary interest in engineering applications.
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