Application of stochastic time dependent parameters to improve the characterization of uncertainty in conceptual hydrological models von Bacci, Marco, Dal Molin, Marco, Fenicia, Fabrizio, Reichert, Peter, Šukys, Jonas

Volltext

Data assimilation of in situ and satellite remote sensing data to 3D hydrodynamic lake models: a case study using Delft3D-FLOW v4.03 and OpenDA v2.4 von Baracchini, Theo, Chu, Philip Y., Sukys, Jonas, Lieberherr, Gian, Wunderle, Stefan, Wuest, Alfred, Bouffard, Damien

Volltext

Adaptive Load Balancing for Massively Parallel Multi-Level Monte Carlo Solvers von Šukys, Jonas

Volltext

Multilevel Control Variates for Uncertainty Quantification in Simulations of Cloud Cavitation von Šukys, Jonas, Rasthofer, Ursula, Wermelinger, Fabian, Hadjidoukas, Panagiotis, Koumoutsakos, Petros

Volltext

A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1 von Safin, Artur, Bouffard, Damien, Ozdemir, Firat, Ramón, Cintia L, Runnalls, James, Georgatos, Fotis, Minaudo, Camille, Sukys, Jonas

Volltext

Multi-Level Monte Carlo Finite Volume Methods for Uncertainty Quantification in Nonlinear Systems of Balance Laws von Mishra, Siddhartha, Schwab, Christoph, Šukys, Jonas

Volltext

A comparison of numerical approaches for statistical inference with stochastic models von Bacci, Marco, Sukys, Jonas, Reichert, Peter, Ulzega, Simone, Albert, Carlo

Volltext

Multilevel Monte Carlo Simulation of Statistical Solutions to the Navier--Stokes Equations von Barth, Andrea, Schwab, Christoph, Šukys, Jonas

Volltext

Static Load Balancing for Multi-level Monte Carlo Finite Volume Solvers von Šukys, Jonas, Mishra, Siddhartha, Schwab, Christoph

Volltext

Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network von Stalder, Michael, Ozdemir, Firat, Safin, Artur, Sukys, Jonas, Bouffard, Damien, Perez-Cruz, Fernando

Volltext bestellen

On the Calculation of Exact Cumulative Distribution Statistics for Burgers Equation von Barth, Timothy, Sukys, Jonas

Volltext bestellen

SPUX Framework: a Scalable Package for Bayesian Uncertainty Quantification and Propagation von Šukys, Jonas, Bacci, Marco

Volltext bestellen

Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network von Stalder, Michael, Ozdemir, Firat, Safin, Artur, Sukys, Jonas, Bouffard, Damien, Perez-Cruz, Fernando

Volltext

Multi-level Monte Carlo Finite Difference and Finite Volume Methods for Stochastic Linear Hyperbolic Systems von Mishra, Siddhartha, Šukys, Jonas, Schwab, Christoph

Volltext

Monte Carlo and Quasi-Monte Carlo Methods 2012 von Dick, Josef, Kuo, Frances Y, Peters, Gareth W, Sloan, Ian H

Volltext

SPUX: Scalable Particle Markov Chain Monte Carlo for uncertainty quantification in stochastic ecological models von Šukys, Jonas, Kattwinkel, Mira

Volltext bestellen

SPUX Framework: a Scalable Package for Bayesian Uncertainty Quantification and Propagation von Šukys, Jonas, Bacci, Marco

Volltext

Multi-Level Monte Carlo Finite Volume methods for uncertainty quantification of acoustic wave propagation in random heterogeneous layered medium von Mishra, Siddhartha, Schwab, Christoph, Sukys, Jonas

Volltext bestellen

SPUX: Scalable Particle Markov Chain Monte Carlo for uncertainty quantification in stochastic ecological models von Šukys, Jonas, Kattwinkel, Mira

Volltext

A Computational Study of the Collapse of a Cloud with 12500 Gas Bubbles in a Liquid von Rasthofer, Ursula, Wermelinger, Fabian, Karnakov, Petr, Šukys, Jonas, Koumoutsakos, Petros

Volltext