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 ...
Background The widespread mobilisation to improve maternal health over recent decades has led to increased prenatal ...
Biophilic Design tries to translate humans’ attraction to and desire for connection with Nature, namely biophilia, into the design of environments. However, to justify the psychological benefits and ...
Abstract: Federated learning (FL) enables collaborative training of a machine learning (ML) model across multiple parties, facilitating the preservation of users’ and institutions’ privacy by ...
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