Hessam Babaee
Orcid: 0000-0002-6318-2265
According to our database1,
Hessam Babaee
authored at least 22 papers
between 2017 and 2025.
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Collaborative distances:
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Bibliography
2025
J. Comput. Phys., 2025
2024
CUR for Implicit Time Integration of Random Partial Differential Equations on Low-Rank Matrix Manifolds.
CoRR, 2024
Cross Algorithms for Cost-Effective Time Integration of Nonlinear Tensor Differential Equations on Low-Rank Tucker Tensor and Tensor Train Manifolds.
CoRR, 2024
Reconstructing Blood Flow in Data-Poor Regimes: A Vasculature Network Kernel for Gaussian Process Regression.
CoRR, 2024
A DEIM Tucker Tensor Cross Algorithm and its Application to Dynamical Low-Rank Approximation.
CoRR, 2024
2023
Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic Boundary Conditions.
SIAM/ASA J. Uncertain. Quantification, September, 2023
CoRR, 2023
CUR Decomposition for Scalable Rank-Adaptive Reduced-Order Modeling of Nonlinear Stochastic PDEs with Time-Dependent Bases.
CoRR, 2023
2022
Physics-Informed Neural Networks for Brain Hemodynamic Predictions Using Medical Imaging.
IEEE Trans. Medical Imaging, 2022
Computing Sensitivities in Evolutionary Systems: A Real-Time Reduced Order Modeling Strategy.
SIAM J. Sci. Comput., 2022
Nat. Comput. Sci., 2022
Scalable <i>in situ</i> compression of transient simulation data using time-dependent bases.
J. Comput. Phys., 2022
Adaptive sparse interpolation for accelerating nonlinear stochastic reduced-order modeling with time-dependent bases.
CoRR, 2022
Scalable In Situ Compression of Transient Simulation Data Using Time-Dependent Bases.
CoRR, 2022
2021
J. Comput. Phys., 2021
CoRR, 2021
On-the-fly Reduced Order Modeling of Passive and Reactive Species via Time-Dependent Manifolds.
CoRR, 2021
2020
Real-time reduced-order modeling of stochastic partial differential equations via time-dependent subspaces.
J. Comput. Phys., 2020
2018
2017
A robust bi-orthogonal/dynamically-orthogonal method using the covariance pseudo-inverse with application to stochastic flow problems.
J. Comput. Phys., 2017