Varun Shankar

Orcid: 0000-0002-0332-8840

According to our database1, Varun Shankar authored at least 31 papers between 2012 and 2023.

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Bibliography

2023
Multiscale graph neural network autoencoders for interpretable scientific machine learning.
J. Comput. Phys., December, 2023

MGM: A Meshfree Geometric Multilevel Method for Systems Arising from Elliptic Equations on Point Cloud Surfaces.
SIAM J. Sci. Comput., April, 2023

Differentiable physics-enabled closure modeling for Burgers' turbulence.
Mach. Learn. Sci. Technol., March, 2023

Locally Adaptive and Differentiable Regression.
CoRR, 2023

Differentiable Turbulence II.
CoRR, 2023

Importance of equivariant and invariant symmetries for fluid flow modeling.
CoRR, 2023

Differentiable Turbulence.
CoRR, 2023

Discretization of non-uniform rational B-spline (NURBS) models for meshless isogeometric analysis.
CoRR, 2023

2022
Immersed boundary simulations of cell-cell interactions in whole blood.
J. Comput. Phys., 2022

A fine-grained parallelization of the immersed boundary method.
Int. J. High Perform. Comput. Appl., 2022

Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
An efficient high-order meshless method for advection-diffusion equations on time-varying irregular domains.
J. Comput. Phys., 2021

Towards an Extrinsic, CG-XFEM Approach Based on Hierarchical Enrichments for Modeling Progressive Fracture.
CoRR, 2021

2020
A Robust Hyperviscosity Formulation for Stable RBF-FD Discretizations of Advection-Diffusion-Reaction Equations on Manifolds.
SIAM J. Sci. Comput., 2020

Asymptotic and Numerical Analysis of a Stochastic PDE Model of Volume Transmission.
Multiscale Model. Simul., 2020

2018
Robust Node Generation for Mesh-free Discretizations on Irregular Domains and Surfaces.
SIAM J. Sci. Comput., 2018

Curvilinear Mesh Adaptation Using Radial Basis Function Interpolation and Smoothing.
J. Sci. Comput., 2018

Mesh-free semi-Lagrangian methods for transport on a sphere using radial basis functions.
J. Comput. Phys., 2018

RBF-LOI: Augmenting Radial Basis Functions (RBFs) with Least Orthogonal Interpolation (LOI) for solving PDEs on surfaces.
J. Comput. Phys., 2018

Hyperviscosity-based stabilization for radial basis function-finite difference (RBF-FD) discretizations of advection-diffusion equations.
J. Comput. Phys., 2018

Robust Node Generation for Meshfree Discretizations on Irregular Domains and Surfaces.
CoRR, 2018

2017
A Radial Basis Function (RBF) Compact Finite Difference (FD) Scheme for Reaction-Diffusion Equations on Surfaces.
SIAM J. Sci. Comput., 2017

The overlapped radial basis function-finite difference (RBF-FD) method: A generalization of RBF-FD.
J. Comput. Phys., 2017

2016
The Overlapped Radial Basis Function-Finite Difference (RBF-FD) Method for the Numerical Solution of PDEs.
CoRR, 2016

2015
A Radial Basis Function (RBF)-Finite Difference (FD) Method for Diffusion and Reaction-Diffusion Equations on Surfaces.
J. Sci. Comput., 2015

Radial Basis Function (RBF)-based Parametric Models for Closed and Open Curves within the Method of Regularized Stokeslets.
CoRR, 2015

A High-Order Radial Basis Function (RBF) Leray Projection Method for the Solution of the Incompressible Unsteady Stokes Equations.
CoRR, 2015

2014
Radial Basis Function-Based Numerical Methods for the Simulation of Platelet Aggregation.
PhD thesis, 2014

2013
Augmenting the Immersed Boundary Method with Radial Basis Functions (RBFs) for the Modeling of Platelets in Hemodynamic Flows
CoRR, 2013

A Radial Basis Function (RBF)-Finite Difference Method for the Simulation of Reaction-Diffusion Equations on Stationary Platelets within the Augmented Forcing Method.
CoRR, 2013

2012
A Study of Different Modeling Choices For Simulating Platelets Within the Immersed Boundary Method
CoRR, 2012


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