Wayne Isaac T. Uy
Orcid: 0000-0003-0280-3977
According to our database1,
Wayne Isaac T. Uy
authored at least 12 papers
between 2012 and 2024.
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Bibliography
2024
GenFormer: A Deep-Learning-Based Approach for Generating Multivariate Stochastic Processes.
CoRR, 2024
2023
Operator inference with roll outs for learning reduced models from scarce and low-quality data.
Comput. Math. Appl., September, 2023
Active Operator Inference for Learning Low-Dimensional Dynamical-System Models from Noisy Data.
SIAM J. Sci. Comput., August, 2023
Lookahead data-gathering strategies for online adaptive model reduction of transport-dominated problems.
CoRR, 2023
2022
Reduced models with nonlinear approximations of latent dynamics for model premixed flame problems.
CoRR, 2022
2021
Operator Inference of Non-Markovian Terms for Learning Reduced Models from Partially Observed State Trajectories.
J. Sci. Comput., 2021
2020
Probabilistic error estimation for non-intrusive reduced models learned from data of systems governed by linear parabolic partial differential equations.
CoRR, 2020
Time evolution of the characteristic and probability density function of diffusion processes via neural networks.
CoRR, 2020
2019
SIAM J. Sci. Comput., 2019
2017
IEEE Trans. Signal Process., 2017
2012
Copula Gaussian multiscale graphical models with application to geophysical modeling.
Proceedings of the 15th International Conference on Information Fusion, 2012
Proceedings of the 15th International Conference on Information Fusion, 2012