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DeepONet-Grid-UQ: A Trustworthy Deep Operator Framework for Predicting the Power Grid's Post-Fault Trajectories



Christian Moya , Shiqi Zhang , Meng Yue , Guang Lin


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Accelerated replica exchange stochastic gradient Langevin diffusion enhanced Bayesian DeepONet for solving noisy parametric PDEs



Guang Lin , Christian Moya , Zecheng Zhang


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DAE-PINN: A Physics-Informed Neural Network Model for Simulating Differential-Algebraic Equations with Application to Power Networks



Christian Moya , Guang Lin


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