Gaussian process metamodeling of functional-input code for coastal flood hazard assessment, Reliability Engineering & System Safety, p.106870, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-01998724
Extending classical surrogate modelling to ultrahigh dimensional problems through supervised dimensionality reduction: a datadriven approach, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01959179
Computer experiments with functional inputs and scalar outputs by a norm-based approach, Statistics and Computing, vol.27, issue.4, pp.1083-1097, 2017. ,
URL : https://hal.archives-ouvertes.fr/emse-01506232
, Spatial statistics, vol.575, 2005.
Cross validation of kriging in a unique neighborhood, Journal of the International Association for Mathematical Geology, vol.15, issue.6, pp.687-699, 1983. ,
Applied functional data analysis: methods and case studies, 2007. ,
Global sensitivity analysis for models with spatially dependent outputs, Environmetrics, vol.22, issue.3, pp.383-397, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00430171
Multiway calibration in 3d qsar, Journal of Chemometrics: A Journal of the Chemometrics Society, vol.11, issue.6, pp.511-524, 1997. ,
A practical guide to splines, Applied mathematical sciences, vol.27, pp.15-16, 1978. ,
Principal component analysis, 2011. ,
Pls-based adaptation for efficient pce representation in high dimensions, Journal of Computational Physics, vol.387, pp.186-204, 2019. ,
Biorthogonal bases of compactly supported wavelets, Communications on pure and applied mathematics, vol.45, issue.5, pp.485-560, 1992. ,
Nonlinear component analysis as a kernel eigenvalue problem, Neural computation, vol.10, issue.5, pp.1299-1319, 1998. ,
Technical report: Ant colony based model selection for functional-input gaussian process regression. Ref. D3.b (WP3.2), RISCOPE project, p.2532713, 2020. ,
Ant colony system: a cooperative learning approach to the traveling salesman problem, IEEE Transactions on evolutionary computation, vol.1, issue.1, pp.53-66, 1997. ,
, , pp.2020-2023
, doFuture: A Universal Foreach Parallel Adapter using the Future API of the 'future' Package, 2020.
future: Unified Parallel and Distributed Processing in R for Everyone, 2020. ,