activity
20142025
most citedA probabilistic decomposition-synthesis method for the quantification of rare events due to internal instabilities

45 citations · 138 across the 6 of their papers we have counts for

collaborators

7 papers

cs.CE2025

Resonance-Driven Intermittency and Extreme Events in Turbulent Scalar Transport with a Mean Gradient

Mustafa A Mohamad, Di Qi

We study the statistical properties of passive tracer transport in turbulent flows with a mean gradient, emphasizing tracer intermittency and extreme events. An analytically tracta…

cs.LG2018★ 19 cited

A sequential sampling strategy for extreme event statistics in nonlinear dynamical systems

Mustafa A. Mohamad, Themistoklis P. Sapsis

We develop a method for the evaluation of extreme event statistics associated with nonlinear dynamical systems, using a small number of samples. From an initial dataset of design p…

math.DS2017★ 34 cited

Probabilistic response and rare events in Mathieu's equation under correlated parametric excitation

Mustafa A. Mohamad, Themistoklis P. Sapsis

We derive an analytical approximation to the probability distribution function (pdf) for the response of Mathieu's equation under parametric excitation by a random process with a s…

cs.CE2017

Extreme events and their optimal mitigation in nonlinear structural systems excited by stochastic loads: Application to ocean engineering systems

Han Kyul Joo, Mustafa A. Mohamad, Themistoklis P. Sapsis

We develop an efficient numerical method for the probabilistic quantification of the response statistics of nonlinear multi-degree-of-freedom structural systems under extreme forci…

nlin.CD2016

Heavy-tailed response of structural systems subjected to stochastic excitation containing extreme forcing events

Han Kyul Joo, Mustafa A. Mohamad, Themistoklis P. Sapsis

We characterize the complex, heavy-tailed probability distribution functions (pdf) describing the response and its local extrema for structural systems subjected to random forcing…

physics.comp-ph2015★ 45 cited

A probabilistic decomposition-synthesis method for the quantification of rare events due to internal instabilities

Mustafa A. Mohamad, Will Cousins, Themistoklis P. Sapsis

We consider the problem of probabilistic quantification of dynamical systems that have heavy-tailed characteristics. These heavy-tailed features are associated with rare transient…

nlin.CD2014★ 40 cited

Probabilistic description of extreme events in intermittently unstable systems excited by correlated stochastic processes

Mustafa A. Mohamad, Themistoklis P. Sapsis

In this work, we consider systems that are subjected to intermittent instabilities due to external stochastic excitation. These intermittent instabilities, though rare, have a larg…