Deep Ray

Assistant Professor

United States

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Professors in United States Professors in Fluid Mechanics Fluid Mechanics professors in United States

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Articles (10)

Year:

2023

Year:

2022

Year:

2022

Year:

2022

Year:

2022

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2022

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Collaborators (4)

Siddhartha Mishra

Full Professor

ETH Zürich

SWITZERLAND

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Beatrice Riviere

Noah Harding Chair and Professor

Rice University

UNITED STATES

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Assad Oberai

Professor

University of Southern California

UNITED STATES

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Chen Liu

Assistant Professor

University of Arkansas

UNITED STATES

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Deep Ray

Research Interests

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Contact this professor

Articles (10)

Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty

Probabilistic medical image imputation via deep adversarial learning

Solution of physics-based Bayesian inverse problems with deep generative priors

On the approximation of rough functions with deep neural networks

Fourier Collocation and Reduced Basis Methods for Fast Modeling of Compressible Flows

A pressure-correction and bound-preserving discretization of the phase-field method for variable density two-phase flows

The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems

A discontinuous Galerkin method for a diffuse-interface model of immiscible two-phase flows with soluble surfactant

Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks

Iterative surrogate model optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks

Collaborators (4)

Siddhartha Mishra

Beatrice Riviere

Assad Oberai

Chen Liu

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