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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)Interacting Contour Stochastic Gradient Langevin Dynamics., , , , и . ICLR, OpenReview.net, (2022)A replica exchange preconditioned Crank-Nicolson Langevin dynamic MCMC method with multi-variance strategy for Bayesian inverse problems., , и . J. Comput. Phys., (2024)Non-reversible Parallel Tempering for Deep Posterior Approximation., , , , и . AAAI, стр. 7332-7339. AAAI Press, (2023)Speaker recognition with voice evoked EEG., , , , , и . BIBM, стр. 2231-2236. IEEE, (2021)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)Physics Informed Constrained Learning of Dynamics from Static Data., , , , , , и . CoRR, (апреля 2025)Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory., , , , и . CoRR, (2024)Active operator learning with predictive uncertainty quantification for partial differential equations., , , и . CoRR, (марта 2025)