Robustness of Physics-Informed Neural Networks to Noise in Sensor Data

Jian Cheng Wong, Pao-Hsiung Chiu, Chin Chun Ooi +1

Physics-Informed Neural Networks (PINNs) have been shown to be an effective way of incorporating physics-based domain knowledge into neural network models for many important real-w…