Adaptive Data Harvesting for Efficient Neural Network Learning with Universal Constraints

Siteng Kang, Xinhua Zhang

Training neural networks to satisfy universal constraints over continuous domains poses unique challenges. Common examples include Lyapunov Neural Networks (Lyapunov NNs) and Physi…