A new paradigm for electrical modeling in site leakage diagnostics: A label-scarce three-dimensional simulation surrogate using physics-informed neural networks
Key Points
Improvements in site leakage diagnostics are demonstrated through a new simulation model, enhancing accuracy.
The model effectively incorporates physics-informed neural networks, achieving notable performance gains.
Assessment using a label-scarce three-dimensional simulation surrogate shows advanced capabilities in diagnostics.
This model may enable more efficient detection techniques, warranting further exploration in practical applications.
A new paradigm for electrical modeling in site leakage diagnostics: A label-scarce three-dimensional simulation surrogate using physics-informed neural networks | Synapse