Delphine Sinoquet

Uncertainty analysis of hydrogen spark-ignition engine parameters

Predictive engine simulations require rigorous assessment of how uncertainties in operating conditions and model parameters propagate through thermodynamic and combustion models. Despite the growing interest in uncertainty quantification (UQ) in engine research, existing efforts...

Active learning strategies for the estimation of a feasible set defined from a vector output black-box simulator

Many industrial problems require the use of black-box numerical simulators, for which it is essential to determine the set of so-called feasible input parameters. A set of parameters is feasible if the output of the code on these parameters satisfies given constraints, for exampl...