selected publications

• academic article

  • SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes.  Advances in Engineering Software.  188:103571-103571. 2023
  • A Python surrogate modeling framework with derivatives.  Advances in Engineering Software.  135:102662-102662. 2019

• conference paper

  • System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility.  . 2024
  • Disciplinary surrogates for gradient-based optimization of multidisciplinary systems.  . 2023
  • Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications.  . 2023