Search Results - "Brevault, Loïc"

Bayesian Quality-Diversity optimization for conditional search-space problems.

Authors: Baraton, Lucas Urbano, Annafederica Brevault, Loïc et al.

Source: Optimization & Engineering; Jun2026, Vol. 27 Issue 2, p1161-1206, 46p

Active Learning Strategy for Surrogate-Based Quantile Estimation of Field Function.

Authors: Brevault, Loïc Balesdent, Mathieu Valderrama-Zapata, Jorge-Luis

Source: Applied Sciences (2076-3417); Oct2022, Vol. 12 Issue 19, p10027, 24p

Deep Gaussian process for multi-objective Bayesian optimization.

Authors: Hebbal, Ali Balesdent, Mathieu Brevault, Loïc et al.

Source: Optimization & Engineering; Sep2023, Vol. 24 Issue 3, p1809-1848, 40p

Sequential calibration of material constitutive model using mixed-effects calibration.

Authors: Laboulfie, Clément Balesdent, Mathieu Brevault, Loïc et al.

Source: Mechanics & Industry; 2023, Vol. 24, p1-27, 27p

Multi-fidelity modeling with different input domain definitions using deep Gaussian processes.

Authors: Hebbal, Ali Brevault, Loïc Balesdent, Mathieu et al.

Source: Structural & Multidisciplinary Optimization. May2021, Vol. 63 Issue 5, p2267-2288. 22p.

A survey on multi-fidelity surrogates for simulators with functional outputs: Unified framework and benchmark.

Authors: Brunel, Lucas Balesdent, Mathieu Brevault, Loïc et al.

Source: Computer Methods in Applied Mechanics & Engineering; Feb2025, Vol. 435, pN.PAG-N.PAG, 1p

Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables.

Authors: Brevault, Loïc Balesdent, Mathieu

Source: Engineering Applications of Artificial Intelligence; Jul2024:Part B, Vol. 133, pN.PAG-N.PAG, 1p

Rare Event Probability Estimation in the Presence of Epistemic Uncertainty on Input Probability Distribution Parameters.

Authors: Balesdent, Mathieu Morio, Jérôme Brevault, Loïc

Source: Methodology & Computing in Applied Probability. Mar2016, Vol. 18 Issue 1, p197-216. 20p.