PINNs are applied in a proof-of-concept to mitigate attacks on liquid pump controllers in water distribution networks by incorporating physical flow laws into network training.
Gmsh: A 3-d finite element mesh generator with built-in pre-and post-processing facilities,
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Physics-Informed Neural Networks for Securing Water Distribution Systems
PINNs are applied in a proof-of-concept to mitigate attacks on liquid pump controllers in water distribution networks by incorporating physical flow laws into network training.