Deep Ray

发表

Detecting troubled-cells on two-dimensional unstructured grids using a neural network

Jan S. Hesthaven, Deep Ray, J. Hesthaven, 2019, J. Comput. Phys..

An artificial neural network as a troubled-cell indicator

Jan S. Hesthaven, Deep Ray, J. Hesthaven, 2018, J. Comput. Phys..

MATHICSE Technical Report: Constraint-Aware Neural Networks for Riemann Problems

Deep Ray, Christian Rohde, Jim Magiera, 2019 .

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

Deep Ray, Chen Liu, Beatrice Riviere, 2020, Computational Geosciences.

The Emergence of Limited Liability Partnerships

Deep Ray, 2012 .

Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial viscosity tuned by neural networks

Deep Ray, Jan S. Hesthaven, Niccolo' Discacciati, 2020, J. Comput. Phys..

A Sign Preserving WENO Reconstruction Method

Deep Ray, Ulrik S. Fjordholm, U. S. Fjordholm, 2015, J. Sci. Comput..

Protection of Copyright Under I.T. Act, 2000

Deep Ray, 2014 .

MATHICSE Technical Report: Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial\ viscosity tuned by neural networks

Jan S. Hesthaven, Deep Ray, Niccolo' Discacciati, 2019 .

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

Deep Ray, Béatrice Rivière, Lu Lin, 2020, J. Comput. Phys..

Constraint-aware neural networks for Riemann problems

Jan S. Hesthaven, Deep Ray, Christian Rohde, 2019, J. Comput. Phys..

On the approximation of rough functions with deep neural networks pdf

Deep Ray, Siddhartha Mishra, Tim De Ryck, 2019, ArXiv.

Deep learning observables in computational fluid dynamics pdf

Deep Ray, Siddhartha Mishra, Kjetil O. Lye, 2019, J. Comput. Phys..

Multi-level Monte Carlo Finite Difference Methods for Fractional Conservation Laws with Random Data pdf

Deep Ray, Ujjwal Koley, Tanmay Sarkar, 2020, SIAM/ASA J. Uncertain. Quantification.

Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem

Qian Wang, Jan S. Hesthaven, Deep Ray, 2019, J. Comput. Phys..

An entropy stable finite volume scheme for the two dimensional Navier-Stokes equations on triangular grids

Deep Ray, Praveen Chandrashekar, P. Chandrashekar, 2017, Appl. Math. Comput..

Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks pdf

Deep Ray, Siddhartha Mishra, Kjetil O. Lye, 2020, ArXiv.

Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors pdf

Deep Ray, Assad A Oberai, Dhruv V Patel, 2021, ArXiv.

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

Jan S. Hesthaven, Deep Ray, Lukas Schwander, 2020, J. Comput. Phys..

Entropy Stable Scheme on Two-Dimensional Unstructured Grids for Euler Equations

Deep Ray, Praveen Chandrashekar, Siddhartha Mishra, 2016 .