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Rare-Event Simulation for the Stochastic Korteweg-de Vries Equation., , и . SIAM/ASA J. Uncertain. Quantification, 2 (1): 698-716 (2014)UAV-Based Motion Target Detection and Tracking Method in Dynamic Scenes., , , , , и . DSC, стр. 604-609. IEEE, (2019)Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular Simulation., , , , , , и . CoRR, (2022)Learning-PDE-Based Approximate Optimal Control for an MHD System With Uncertainty Quantification., , , и . 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., , и . Comput. Math. Appl., (2022)Non-reversible Parallel Tempering for Deep Posterior Approximation., , , , и . AAAI, стр. 7332-7339. AAAI Press, (2023)Machine-Learning-Based Online Transient Analysis via Iterative Computation of Generator Dynamics., , , и . SmartGridComm, стр. 1-6. IEEE, (2020)Constructing Surrogate Models of Complex Systems with Enhanced Sparsity: Quantifying the Influence of Conformational Uncertainty in Biomolecular Solvation., , , , и . Multiscale Modeling & Simulation, 13 (4): 1327-1353 (2015)Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition., , , , и . ACML, том 157 из Proceedings of Machine Learning Research, стр. 705-720. PMLR, (2021)Bayesian, Multifidelity Operator Learning for Complex Engineering Systems-A Position Paper., и . J. Comput. Inf. Sci. Eng., (декабря 2023)