Jonas Sukys

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 8

Top Topics

Probabilistic Model

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

Publications

Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Perez-Cruz
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network. CoRR (2021)
Jonas Sukys, Marco Bacci
SPUX Framework: a Scalable Package for Bayesian Uncertainty Quantification and Propagation. CoRR (2021)
Jonas Sukys, Ursula Rasthofer, Fabian Wermelinger, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
Multilevel Control Variates for Uncertainty Quantification in Simulations of Cloud Cavitation. SIAM J. Sci. Comput. 40 (5) (2018)
Jonas Sukys, Mira Kattwinkel
SPUX: Scalable Particle Markov Chain Monte Carlo for uncertainty quantification in stochastic ecological models. CoRR (2017)
Jonas Sukys, Mira Kattwinkel
SPUX: Scalable Particle Markov Chain Monte Carlo for Uncertainty Quantification in Stochastic Ecological Models. PARCO (2017)
Jonas Sukys, Ursula Rasthofer, Fabian Wermelinger, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
Optimal fidelity multi-level Monte Carlo for quantification of uncertainty in simulations of cloud cavitation collapse. CoRR (2017)
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
Multi-level Monte Carlo finite volume methods for uncertainty quantification of acoustic wave propagation in random heterogeneous layered medium. J. Comput. Phys. 312 (2016)
Panagiotis E. Hadjidoukas, Diego Rossinelli, Fabian Wermelinger, Jonas Sukys, Ursula Rasthofer, Christian Conti, Babak Hejazialhosseini, Petros Koumoutsakos
High throughput simulations of two-phase flows on Blue Gene/Q. PARCO (2015)
Andrea Barth, Christoph Schwab, Jonas Sukys
Multilevel Monte Carlo Simulation of Statistical Solutions to the Navier-Stokes Equations. MCQMC (2014)
Jonas Sukys
Adaptive Load Balancing for Massively Parallel Multi-Level Monte Carlo Solvers. PPAM (1) (2013)
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
Multilevel Monte Carlo Finite Volume Methods for Shallow Water Equations with Uncertain Topography in Multi-dimensions. SIAM J. Sci. Comput. 34 (6) (2012)
Siddhartha Mishra, Christoph Schwab, Jonas Sukys
Multi-level Monte Carlo finite volume methods for nonlinear systems of conservation laws in multi-dimensions. J. Comput. Phys. 231 (8) (2012)
Jonas Sukys, Siddhartha Mishra, Christoph Schwab
Static Load Balancing for Multi-level Monte Carlo Finite Volume Solvers. PPAM (1) (2011)