Systematic optimization methodology for heat exchanger network and simultaneous process design. - Andreas Psaltis; Delphine Sinoquet; Alexandre Pagot (Comput. Chem. Eng., 2016)

An Adapted Derivative-Free Optimization Method for an Optimal Design Application with Mixed Binary and Continuous Variables. - Thi-Thoi Tran; Delphine Sinoquet; Sébastien Da Veiga; Marcel Mongeau (ICCSAMA, 2019)

Global optimization for mixed categorical-continuous variables based on Gaussian process models with a randomized categorical space exploration step. - Miguel Munoz Zuniga; Delphine Sinoquet (INFOR Inf. Syst. Oper. Res., 2020)

Data-driven stochastic inversion via functional quantization. - Mohamed Reda El Amri; Céline Helbert; Olivier Lepreux; Miguel Munoz Zuniga; Clémentine Prieur; Delphine Sinoquet (Stat. Comput., 2020)

A SUR version of the Bichon criterion for excursion set estimation. - Clément Duhamel; Céline Helbert; Miguel Munoz Zuniga; Clémentine Prieur; Delphine Sinoquet (Stat. Comput., 2023)

Kernel-based Sensitivity Analysis for (Excursion) Sets. - Noé Fellmann; Christophette Blanchet-Scalliet; Céline Helbert; Aurora Spagnol; Delphine Sinoquet (Technometrics, 2024)

Sensitivity analysis for sets: Application to pollutant concentration maps. - Noé Fellmann; Mathis Pasquier; Christophette Blanchet-Scalliet; Céline Helbert; Aurora Spagnol; Delphine Sinoquet (Qual. Reliab. Eng. Int., 2024)