@article{extendingclassicalsurrogatemodellingto, title = {Extending classical surrogate modelling to high-dimensions through supervised dimensionality reduction: a data-driven approach}, author = {C. Lataniotis and S. Marelli and B. Sudret}, year = {2018}, eprint = {1812.06309}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1812.06309v3}, }