Deep Ray
Orcid: 0000-0002-8460-9862
According to our database1,
Deep Ray
authored at least 26 papers
between 2016 and 2024.
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Bibliography
2024
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks.
IEEE Trans. Medical Imaging, March, 2024
2023
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows.
CoRR, 2023
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts.
CoRR, 2023
Learning end-to-end inversion of circular Radon transforms in the partial radial setup.
CoRR, 2023
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty.
CoRR, 2023
2022
A pressure-correction and bound-preserving discretization of the phase-field method for variable density two-phase flows.
J. Comput. Phys., 2022
Eng. Comput., 2022
The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems.
CoRR, 2022
2021
Multilevel Monte Carlo Finite Difference Methods for Fractional Conservation Laws with Random Data.
SIAM/ASA J. Uncertain. Quantification, 2021
Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks.
J. Comput. Phys., 2021
CoRR, 2021
2020
Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial viscosity tuned by neural networks.
J. Comput. Phys., 2020
A discontinuous Galerkin method for a diffuse-interface model of immiscible two-phase flows with soluble surfactant.
CoRR, 2020
Multi-level Monte Carlo Finite Difference Methods for Fractional Conservation Laws with Random Data.
CoRR, 2020
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks.
CoRR, 2020
2019
Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem.
J. Comput. Phys., 2019
Detecting troubled-cells on two-dimensional unstructured grids using a neural network.
J. Comput. Phys., 2019
2018
2017
An entropy stable finite volume scheme for the two dimensional Navier-Stokes equations on triangular grids.
Appl. Math. Comput., 2017
2016