Søren Taverniers

14 papers Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Inverse asymptotic treatment: Capturing discontinuities in fluid flows via equation modification. J. Comput. Sci. Shahab Mirjalili, Søren Taverniers, Henry Collis, Morad Behandish, Ali Mani
2022	J	`jnl`	Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning. CoRR Søren Taverniers, Svyatoslav Korneev, Kyle M. Pietrzyk, Morad Behandish
2021	J	`jnl`	GINNs: Graph-Informed Neural Networks for multiscale physics. J. Comput. Phys. Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
2021	—	`conf`	Graph-Informed Neural Networks. AAAI Spring Symposium: MLPS Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2021	J	`jnl`	Mutual information for explainable deep learning of multiscale systems. J. Comput. Phys. Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2020	J	`jnl`	Estimation of distributions via multilevel Monte Carlo with stratified sampling. J. Comput. Phys. Søren Taverniers, Daniel M. Tartakovsky
2020	J	`jnl`	GINNs: Graph-Informed Neural Networks for Multiscale Physics. CoRR Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
2020	J	`jnl`	Mutual Information for Explainable Deep Learning of Multiscale Systems. CoRR Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky
2019	J	`jnl`	Estimation of distributions via multilevel Monte Carlo with stratified sampling. CoRR Søren Taverniers, Daniel M. Tartakovsky
2019	J	`jnl`	Two-way coupled Cloud-In-Cell modeling of non-isothermal particle-laden flows: A Subgrid Particle-Averaged Reynolds Stress-Equivalent (SPARSE) formulation. J. Comput. Phys. Søren Taverniers, H. S. Udaykumar, Gustaaf B. Jacobs
2017	J	`jnl`	A tightly-coupled domain-decomposition approach for highly nonlinear stochastic multiphysics systems. J. Comput. Phys. Søren Taverniers, Daniel M. Tartakovsky
2017	J	`jnl`	Impact of parametric uncertainty on estimation of the energy deposition into an irradiated brain tumor. J. Comput. Phys. Søren Taverniers, Daniel M. Tartakovsky
2016	J	`jnl`	Conservative tightly-coupled simulations of stochastic multiscale systems. J. Comput. Phys. Søren Taverniers, Alexander Y. Pigarov, Daniel M. Tartakovsky
2014	J	`jnl`	Noise propagation in hybrid models of nonlinear systems: The Ginzburg-Landau equation. J. Comput. Phys. Søren Taverniers, Francis J. Alexander, Daniel M. Tartakovsky