Søren Taverniers

According to our database, Søren Taverniers authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Inverse asymptotic treatment: Capturing discontinuities in fluid flows via equation modification.

Shahab Mirjalili, Søren Taverniers, Henry Collis, Morad Behandish, Ali Mani

J. Comput. Sci., November, 2023

2022

Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning.

Søren Taverniers, Svyatoslav Korneev, Kyle M. Pietrzyk, Morad Behandish

CoRR, 2022

2021

Mutual information for explainable deep learning of multiscale systems.

Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky

J. Comput. Phys., 2021

GINNs: Graph-Informed Neural Networks for multiscale physics.

Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky

J. Comput. Phys., 2021

Graph-Informed Neural Networks.

Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Estimation of distributions via multilevel Monte Carlo with stratified sampling.

Søren Taverniers, Daniel M. Tartakovsky

J. Comput. Phys., 2020

2019

Two-way coupled Cloud-In-Cell modeling of non-isothermal particle-laden flows: A Subgrid Particle-Averaged Reynolds Stress-Equivalent (SPARSE) formulation.

Søren Taverniers, H. S. Udaykumar, Gustaaf B. Jacobs

J. Comput. Phys., 2019

2017

Impact of parametric uncertainty on estimation of the energy deposition into an irradiated brain tumor.

Søren Taverniers, Daniel M. Tartakovsky

J. Comput. Phys., 2017

A tightly-coupled domain-decomposition approach for highly nonlinear stochastic multiphysics systems.

Søren Taverniers, Daniel M. Tartakovsky

J. Comput. Phys., 2017

2016

Conservative tightly-coupled simulations of stochastic multiscale systems.

Søren Taverniers, Alexander Y. Pigarov, Daniel M. Tartakovsky

J. Comput. Phys., 2016

2014

Noise propagation in hybrid models of nonlinear systems: The Ginzburg-Landau equation.

Søren Taverniers, Francis J. Alexander, Daniel M. Tartakovsky

J. Comput. Phys., 2014