Concepedia

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

Andrea Trucchia, Vera N. Egorova, Gianni Pagnini, Mélanie C. Rochoux

Communications in Nonlinear Science and Numerical Simulation · 2019 · 23 citations · 73 references

Open access

References

73

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.5K citations · Full text

Computing, Biostatistics, Computer Science +13

The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations

Dongbin Xiu, George Em Karniadakis · SIAM Journal on Scientific Computing · 2002 · 4.7K citations

Natural Sciences, Computational Engineering, Mathematics +16

Global Optimization by Basin-Hopping and the Lowest Energy Structures of Lennard-Jones Clusters Containing up to 110 Atoms

The Journal of Physical Chemistry A · 1997 · 3K citations · Full text

Natural Sciences, Chemistry, Physics +16

Global sensitivity analysis using polynomial chaos expansions

Bruno Sudret · Reliability Engineering & System Safety · 2007 · 2.4K citations

Natural Sciences, Computational Engineering, Mathematics +12