Jonas Sukys

14 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2021 J jnl
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network.
CoRR
Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Pérez-Cruz
2021 J jnl
SPUX Framework: a Scalable Package for Bayesian Uncertainty Quantification and Propagation.
CoRR
Jonas Sukys, Marco Bacci
2018 J jnl
Multilevel Control Variates for Uncertainty Quantification in Simulations of Cloud Cavitation.
SIAM J. Sci. Comput.
Jonas Sukys, Ursula Rasthofer, Fabian Wermelinger, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
2017 J jnl
Optimal fidelity multi-level Monte Carlo for quantification of uncertainty in simulations of cloud cavitation collapse.
CoRR
Jonas Sukys, Ursula Rasthofer, Fabian Wermelinger, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
2017 — conf
SPUX: Scalable Particle Markov Chain Monte Carlo for Uncertainty Quantification in Stochastic Ecological Models.
PARCO
Jonas Sukys, Mira Kattwinkel
2017 J jnl
SPUX: Scalable Particle Markov Chain Monte Carlo for uncertainty quantification in stochastic ecological models.
CoRR
Jonas Sukys, Mira Kattwinkel
2016 J jnl
Multi-level Monte Carlo finite volume methods for uncertainty quantification of acoustic wave propagation in random heterogeneous layered medium.
J. Comput. Phys.
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
2015 — conf
High throughput simulations of two-phase flows on Blue Gene/Q.
PARCO
Panagiotis E. Hadjidoukas, Diego Rossinelli, Fabian Wermelinger, Jonas Sukys, Ursula Rasthofer, Christian Conti, Babak Hejazialhosseini, Petros Koumoutsakos
2014 — conf
Multilevel Monte Carlo Simulation of Statistical Solutions to the Navier-Stokes Equations.
MCQMC
Andrea Barth, Christoph Schwab, Jonas Sukys
2013 — conf
Adaptive Load Balancing for Massively Parallel Multi-Level Monte Carlo Solvers.
PPAM (1)
Jonas Sukys
2013 — ch.
Multi-level Monte Carlo Finite Volume Methods for Uncertainty Quantification in Nonlinear Systems of Balance Laws.
Uncertainty Quantification in Computational Fluid Dynamics
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
2012 J jnl
Multi-level Monte Carlo finite volume methods for nonlinear systems of conservation laws in multi-dimensions.
J. Comput. Phys.
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
2012 J jnl
Multilevel Monte Carlo Finite Volume Methods for Shallow Water Equations with Uncertain Topography in Multi-dimensions.
SIAM J. Sci. Comput.
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
2011 — conf
Static Load Balancing for Multi-level Monte Carlo Finite Volume Solvers.
PPAM (1)
Jonas Sukys, Siddhartha Mishra, Christoph Schwab