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A Moment-Matching Method to Study the Variability of Phenomena Described by Partial Differential Equations
2018
SIAM Journal on Scientific Computing
Many phenomena are modeled by deterministic differential equations, whereas the observation of these phenomena, in particular in life sciences, exhibits an important variability. This paper addresses the following question: how can the model be adapted to reflect the observed variability? Given an adequate model, it is possible to account for this variability by allowing some parameters to adopt a stochastic behavior. Finding the parameters probability density function that explains the
doi:10.1137/16m1103476
fatcat:2jn455pu7jcdhpz2tbvf4pivo4