Loïc Brevault

Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities, application to aerospace systems

Loïc Brevault, Mathieu Balesdent, Ali Hebbal · Aerospace Science and Technology · 2020 · 79 citations · Full text

Numerical Analysis, Nonlinear System Identification, Engineering +14

Accident precursors, near misses, and warning signs: Critical review and formal definitions within the framework of Discrete Event Systems

Joseph H. Saleh, Elizabeth A. Saltmarsh, Francesca Favarò et al. · Reliability Engineering & System Safety · 2013 · 74 citations

Reliability, Accident Precursors, Engineering +14

Bayesian optimization using deep Gaussian processes with applications to aerospace system design

Ali Hebbal, Loïc Brevault, Mathieu Balesdent et al. · Optimization and Engineering · 2020 · 56 citations

Model Optimization, Engineering, Aerospace Systems +10

Multi-fidelity modeling with different input domain definitions using\n Deep Gaussian Processes

Ali Hebbal, Loïc Brevault, Mathieu Balesdent et al. · arXiv (Cornell University) · 2020 · 45 citations · Full text

Multi-Objective Multidisciplinary Design Optimization Approach for Partially Reusable Launch Vehicle Design

Loïc Brevault, Mathieu Balesdent, Ali Hebbal · Journal of Spacecraft and Rockets · 2020 · 43 citations · Full text

Large-scale Global Optimization, Engineering, Accelerated Design +22