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Non-reversible Parallel Tempering for Deep Posterior Approximation., , , , and . AAAI, page 7332-7339. AAAI Press, (2023)Machine-Learning-Based Online Transient Analysis via Iterative Computation of Generator Dynamics., , , and . SmartGridComm, page 1-6. IEEE, (2020)Constructing Surrogate Models of Complex Systems with Enhanced Sparsity: Quantifying the Influence of Conformational Uncertainty in Biomolecular Solvation., , , , and . Multiscale Modeling & Simulation, 13 (4): 1327-1353 (2015)UAV-Based Motion Target Detection and Tracking Method in Dynamic Scenes., , , , , and . DSC, page 604-609. IEEE, (2019)Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition., , , , und . ACML, Volume 157 von Proceedings of Machine Learning Research, Seite 705-720. PMLR, (2021)Rare-Event Simulation for the Stochastic Korteweg-de Vries Equation., , und . SIAM/ASA J. Uncertain. Quantification, 2 (1): 698-716 (2014)Large Language Model Sentinel: Advancing Adversarial Robustness by LLM Agent., und . CoRR, (2024)Bayesian, Multifidelity Operator Learning for Complex Engineering Systems-A Position Paper., und . J. Comput. Inf. Sci. Eng., (December 2023)Learning-PDE-Based Approximate Optimal Control for an MHD System With Uncertainty Quantification., , , und . IEEE Trans. Syst. Man Cybern. Syst., 52 (11): 7185-7192 (2022)HomPINNs: Homotopy physics-informed neural networks for learning multiple solutions of nonlinear elliptic differential equations., , und . Comput. Math. Appl., (2022)