Abstract: This paper discusses a surrogate model based on Physics Informed Neural Networks (PINNs) for complete data reconstruction from limited labeled data. A benchmark problem of 2D unsteady ...

You know that sinking feeling when you spot a white ring on your beautiful wood table? Don’t you worry one bit. The secret to how to remove water rings from wood is knowing whether you have a light, ...

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Abstract: A new smooth model is proposed in this paper to eliminate the non-differentiability of several types of limits in power flow models. The proposed smooth model accurately represents power ...

Emily Maitlis ‘felt quite sick’ reading Prince Andrews email to Epstein after her famous interview Sign up to our free Brexit newsletter for our analysis of the continuing impact of Brexit on the UK ...