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On the merits of sparse surrogates for global sensitivity analysis of multi-scale nonlinear problems: Application to turbulence and fire-spotting model in wildland fire simulators 

Trucchia, A.; Egorova, V.; Pagnini, G.Autoridad BCAM; Rochoux, M.C. (2019-02)
Many nonlinear phenomena, whose numerical simulation is not straightforward, depend on a set of parameters in a way which is not easy to predict beforehand. Wildland fires in presence of strong winds fall into this category, ...
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Front Propagation in Random Media 

Trucchia, A. (2019)
This PhD thesis deals with the problem of the propagation of fronts under random circumstances. A statistical model to represent the motion of fronts when are evolving in a media characterized by microscopical randomness ...
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Surrogate-based uncertainty and sensitivity analysis for bacterial invasion in multi-species biofilm modeling 

Trucchia, A.; Mattei, M.R.; Luongo, V.; Frunzo, L.; Rochoux, M.C. (2019)
In this work, we present a probabilistic analysis of a detailed one-dimensional biofilm model that explicitly accounts for planktonic bacterial invasion in a multi-species biofilm. The objective is (1) to quantify and ...
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The role of the environment in front propagation 

Trucchia, A.; Pagnini, G.Autoridad BCAM (2018-07-09)
In this work we study the role of a complex environment in the propagation of a front with curvature-dependent speed. The motion of the front is split into a drifting part and a fluctuating part. The drifting part is ...

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AuthorTrucchia, A. (4)Pagnini, G. (2)Rochoux, M.C. (2)Egorova, V. (1)Frunzo, L. (1)Luongo, V. (1)Mattei, M.R. (1)Subject
Sensitivity Analysis (4)
Microbial Biofilms (2)Surrogate Modeling (2)Uncertainty Quantification (2)Bacterial Invasion (1)Erdélyi–Kober fractional diffusion (1)Fire spotting (1)Front Propagation (1)Gaussian Process (1)generalized Polynomial Chaos (1)... másFecha2019 (3)2018 (1)

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