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research article

Numerical methods for random and stochastic partial differential equations

Chernov, Alexey
•
Debussche, Arnaud
•
Nobile, Fabio  
2016
Stochastics and Partial Differential Equations Analysis and Computations

Mathematical models involving partial differential equations (PDE) arise in numerous applications ranging from Natural Sciences and Engineering to Economics. Random and stochastic PDE models become very powerful (and sometimes unavoidable) extensions of deterministic models when a coefficient or forcing term cannot be adequately described by a single realization, e.g. due to their natural spatial or temporal variability, or the lack of information. This advantage comes at the price that stochastic models are usually significantly more difficult to solve and their numerical simulations result often in prohibitive computational costs. Feasible and reliable computer simulations require mathematically rigorous systematic studies of stability, convergence and efficiency of numerical algorithms and approximation methods.

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Type
research article
DOI
10.1007/s40072-016-0073-2
Author(s)
Chernov, Alexey
Debussche, Arnaud
Nobile, Fabio  
Date Issued

2016

Published in
Stochastics and Partial Differential Equations Analysis and Computations
Volume

4

Issue

1

Start page

1

End page

2

Editorial or Peer reviewed

NON-REVIEWED

Written at

EPFL

EPFL units
CSQI  
Available on Infoscience
August 9, 2016
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/128467
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