Coating flows

 

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  • Physics-informed deep neural network (PINN) for slot coating flow
    • PINN: loss function combined with residual concept of finite element method
    • Optimization of root finding using PINN and fluid mechanics theories
  • Visualization of slot coating flow
    • Lab-scale roll to roll slot coater
    • Analysis on operability of slot coater