3 papers
math.OC2026
A Methodology for Integrating Life Cycle Assessment into a Multidisciplinary Design Analysis and Optimization Framework for Sustainable Launcher Development
Alice De Oliveira, Mathieu Balesdent, Loïc Brevault +1
The increasing number of orbital and sub-orbital launches makes it necessary to investigate the environmental impacts of launch vehicles and incorporate eco-design considerations i…
stat.ME2026
Active learning strategy for excursion-set confidence regions of functional simulator outputs
Lucas Brunel, Mathieu Balesdent, Loïc Brevault +2
Estimating excursion set confidence regions seeks to identify regions where a function may exceed some threshold with a given confidence level. This paper focuses on estimating suc…
cs.CE2024
A survey on multi-fidelity surrogates for simulators with functional outputs: unified framework and benchmark
Lucas Brunel, Mathieu Balesdent, Loïc Brevault +2
Multi-fidelity surrogate models combining dimensionality reduction and an intermediate surrogate in the reduced space allow a cost-effective emulation of simulators with functional…