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eess.SY2023★ 3 cited
Modeling Power Systems Dynamics with Symbolic Physics-Informed Neural Networks
Huynh T. T. Tran, Hieu T. Nguyen
In recent years, scientific machine learning, particularly physic-informed neural networks (PINNs), has introduced new innovative methods to understanding the differential equation…
eess.SY2023★ 7 cited
Solving Differential-Algebraic Equations in Power System Dynamic Analysis with Quantum Computing
Huynh Trung Thanh Tran, Hieu T. Nguyen, Long T. Vu +1
Power system dynamics are generally modeled by high dimensional nonlinear differential-algebraic equations (DAEs) given a large number of components forming the network. These DAEs…