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D

Deep Ray

university of maryland

14H-index
57Paper Count
1.2KCitation Count
Published Papers 17
Publication Date
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An optimal Petrov–Galerkin framework for operator networks
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-05-08
err0
errOAAI
errPhilip Charles; Deep Ray; Yue Yu; Joost Prins; Hugo Melchers; Michael R.A. Abdelmalik; Jeffrey Cochran; Assad A. Oberai; Thomas J.R. Hughes; Mats G. Larson
errShare
errSave
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-03-01
err0
errOAAI
errMoazami, Saeed; Ray, Deep; Pelletier, Daniel; Oberai, Assad A.
errShare
errSave
Variationally mimetic operator networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err5
errOAAI
errPatel, Dhruv; Ray, Deep; Abdelmalik, Michael R. A.; Hughes, Thomas J. R.; Oberai, Assad A.
errShare
errSave
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err3
errOAAI
errDasgupta, Agnimitra; Patel, Dhruv V.; Ray, Deep; Johnson, Erik A.; Oberai, Assad A.
errShare
errSave
Conditional generative learning for medical image imputation
errSCIENTIFIC REPORTS
IF3.9
err2024-01-02
err4
errOAAI
errRaad, Ragheb; Ray, Deep; Varghese, Bino; Hwang, Darryl; Gill, Inderbir; Duddalwar, Vinay; Oberai, Assad A.
errShare
errSave
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err4
errOAAI
errRay, Deep; Murgoitio-Esandi, Javier; Dasgupta, Agnimitra; Oberai, Assad A.
errShare
errSave
Solution of physics-based Bayesian inverse problems with deep generative priors
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-10-01
err19
errOAAI
errPatel, Dhruv, V; Ray, Deep; Oberai, Assad A.
errShare
errSave
Probabilistic medical image imputation via deep adversarial learning
errENGINEERING WITH COMPUTERS
IF4.9
err2022-08-03
err3
PREAI
errRaad, Ragheb; Patel, Dhruv; Hsu, Chiao-Chih; Kothapalli, Vijay; Ray, Deep; Varghese, Bino; Hwang, Darryl; Gill, Inderbir; Duddalwar, Vinay; Oberai, Assad A.
errShare
errSave
A pressure-correction and bound-preserving discretization of the phase-field method for variable density two-phase flows
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-01-01
err11
errOAAI
errLiu, Chen; Ray, Deep; Thiele, Christopher; Lin, Lu; Riviere, Beatrice
errShare
errSave
Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-04-01
err22
errOAAI
errSchwander, Lukas; Ray, Deep; Hesthaven, Jan S.
errShare
errSave
Iterative surrogate model optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-02-01
err47
errOAAI
errLye, Kjetil O.; Mishra, Siddhartha; Ray, Deep; Chandrashekar, Praveen
errShare
errSave
Constraint-aware neural networks for Riemann problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-05-01
err40
errOAAI
errMagiera, Jim; Ray, Deep; Hesthaven, Jan S.; Rohde, Christian
errShare
errSave
Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial viscosity tuned by neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2020-05-01
err56
PREAI
errDiscacciati, Niccolo; Hesthaven, Jan S.; Ray, Deep
errShare
errSave
Detecting troubled-cells on two-dimensional unstructured grids using a neural network
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-11-01
err51
errOAAI
errRay, Deep; Hesthaven, Jan S.
errShare
errSave
Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-05-01
err198
errOAAI
errWang, Qian; Hesthaven, Jan S.; Ray, Deep
errShare
errSave
An artificial neural network as a troubled-cell indicator
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2018-08-01
err112
errOAAI
errRay, Deep; Hesthaven, Jan S.
errShare
errSave
An entropy stable finite volume scheme for the two dimensional Navier-Stokes equations on triangular grids
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2017-12-01
err12
PREAI
errRay, Deep; Chandrashekar, Praveen
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
T
Thomas J.R. Hughes
H-index: 149 · Papers: 788
I
Inderbir S. Gill
H-index: 133 · Papers: 1.8K
J
Jan S. Hesthaven
H-index: 68 · Papers: 437
D
Daniel Pelletier
H-index: 49 · Papers: 187
A
Assad A. Oberai
H-index: 40 · Papers: 315
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