Thiago Ritto, Associate Professor in the Dept. of Mechanical Engineering at the Federal University of Rio de Janeiro Title: Uncertainty propagation through matrix perturbation and parameter identification using reinforcement learning applied to structural and rotor dynamics Abstract: In this talk, I will present some of the research I’m developing at…
Charlie Sire, Post-doc Fellow, ASCII Inria Team Titre: Méthodes de quantification pour la visualisation du risque d’inondation
Zachary Jones, PhD student, Platon Team Title: Stochastic Tangential Pareto Dynamics for Pareto Front Estimation and Uncertainty Quantification Abstract: The framework of stochastic multi-objective programming allows for the inclusion of uncertainties in multi-objective optimization problems at the cost of transforming the set of objectives into a set of expectations of…
Hugo Nicolas, PhD student, Platon Team Title: Development of a Velocity Prediction Program for the Design Optimization of Hydrofoiling Sailboats Abstract: From sport to the marine industry, hydrofoils represent a great step forward to improve ship performance, seakeeping, and reduce energy consumption. With that, hydrofoil design has become a crucial…
Hanane Khatouri, Research Engineer, Platon Team Title: Adaptive full-field multi-fidelity surrogate-based optimization dedicated to turbomachinery Abstract: We are interested in the reduction of optimization costs during aircraft engine design where the quantities of interest are derived from a 2D or 3D solution physics-based surrogate models. The cost associated with the…
Mariachiara Gallia, PhD student, Dipartimento di Ingegneria Aerospaziale, Politecnico di Milano Title: Novel framework for the robust optimization of the heat flux distribution for an Electro-Thermal Ice Protection System and airfoil performance analysis Abstract: In this work we present a framework for the robust optimization of the heat flux distribution…
Hugo Dornier, PhD student, Platon Team (joint with Onera) Title: Robust and efficient CFD simulation of the ARL-SL19 supersonic cascade through adaptive mesh refinement Abstract: The presentation will focus on an efficient adaptive mesh refinement method able to generate automatically high quality grids that allow accurate CFD simulations for supersonic…
Adrien Melot, Postdoctoral Researcher at I4S Inria Team. Title: Computational methods for bifurcation analysis and control. The ever-increasing demand for lighter structures and more efficient systems requires that the effects of nonlinearities be evaluated at the design stage. One of the most notable characteristics that sets apart nonlinear systems from…
The report is available here.
Meryem Benmahdi, PhD student at Platon Team. Title: Uncertainty quantification and calibration of one-dimensional arterial hemodynamics Cardiovascular diseases are the leading cause of death globally. Virtual twins can support healthcare professionals in the diagnosis, interventional planning, and follow-up of patients. Three-dimensional (3D) high-fidelity computational hemodynamics simulations are usually extremely costly.…
