List of projects

We are starting to distribute the candidates to each projet but you can still send us an application until June 15.
For that, please fill the pre-registration form.
Deadline to apply: June 11, 2021.

All project teams are now built.

• Title: Analysis of time series data for safety pharmacology applications.
  Supervisor: D. Lombardi (Inria)
  Students: 3 students.
  Project Description
  
• Title: Metamodeling for metabolic models: application to a PDE model of Salmonella infection
  Supervisors: S. Labarthe, C. Frioux, D. Sherman (Inria)
  Students: 2 students
  Project Description
  
• Title: Computation of the auto-diffusion coefficient of a cross-diffusion system with tensor methods.
  Supervisors: V. Ehrlacher (Ecole des Ponts ParisTech)
  Students: 2 students
  Project Description
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• Title: A component-based data assimilation strategy with applications to vascular flows
  Supervisors: F. Nobile (EPFL), T. Taddei (Inria)
  Students: 2 students
  Project Description
  
• Title: Resolution of high-dimensional PDEs by means of neural networks and greedy algorithms.
  Supervisors: V. Ehrlacher, O. Mula (Ecole des Ponts ParisTech, Dauphine, Inria)
  Students: 2 students
  Project Description
  
• Title: Measuring prediction uncertainty for approximate solutions to PDEs, and application to the Covid-19 pandemic
  Supervisors: Olga Mula, Angelina Roche, and Robin J. Ryder (U. Paris Dauphine)
  Students: 2 students
  Project Description
  
• Title: Model Order Reduction of 1D nonlinear transport PDEs in porous media
  Supervisors: Guillaume Enchery (IFPEN), Damiano Lombardi (Inria), Olga Mula (Dauphine, Inria)
  Students: 2 students
  Project Description
  
• Title: Deterministic filtering of non-smooth dynamical systems
  Supervisors: Laurent Mertz (NYU Shanghai), Philippe Moireau (Inria)
  Students: 2 students
  Project Description
  
• Title: Tensor Approximation of the pseudo-hessian matrix in second order optimization methods for machine learning
  Supervisors: Quang Huy TRAN (IFPEN)
  Students: 1 student
  Project Description
  
• Title: Data Mining pour l’optimisation des modèles génératifs physiques en dynamique rapide
  Supervisors: Nissrine Akkari (SAFRAN), Fabien Casenave (SAFRAN)
  Students: 2 students
  Project Description
  
• Title: Sampling rare events with generative models
  Supervisors: T. Lelièvre, G. Robin, G. Stoltz (Ecole des Ponts ParisTech)
  Students: 2 students
  Project Description
  
• Title: Model order reduction by spectral gap optimization
  Supervisors: T. Lelièvre, L. Pillaud-Vivien et G. Stoltz (EPFL, Ecole des Ponts ParisTech)
  Students: 2 students
  Project Description
  
• Title: State estimation methods involving physical model corrections. Application to neutronics.
  Supervisors: François Madiot (CEA), Olga Mula (Paris Dauphine, Inria), Tommaso Taddei (Inria)
  Students: 2 students
  Project Description
  
• Title: Optimal Gaussian basis sets for electronic structure calculation
  Supervisors: E. Cancès (Ecole des Ponts ParisTech), G. Dusson (CNRS)
  Students: 4 students
  Project Description