Abstract: Active fault diagnosis (AFD) designs inputs to excite the system to obtain more operation information for fault diagnosis. Since both AFD and control are required to design systems’ inputs, ...
Converting wave motion into electricity holds enormous potential as a renewable energy source, but a lack of standardized prototyping is holding back technological development. A research team led by ...
Inverse Design Method for Horn Antennas Based on Knowledge-Embedded Physics-Informed Neural Networks
Abstract: This letter aims to overcome the challenges faced by physics-informed neural networks (PINNs) in metal structure design. Taking the design of horn antennas as an example, we propose ...
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