Scholar
Jonathan Viquerat
Google Scholar ID: guoJL5UAAAAJ
Mines ParisTech - CEMEF
Citations & Impact
Citations
1,548
H-index
16
i10-index
24
Publications
20
Co-authors
37
list available
Publications
Resume (English only)
Academic Achievements
- GNN models for flow computation in aneurysms
- A benchmark library for DRL-based flow control: Beacon
- DRL for natural convection control
- DRL for fluid film control
- Discrete element method: A small python-based DEM solver
- Diogenes: A software suite based on discontinuous Galerkin methods for solving nanophotonics problems
- Dielectric metasurface: A short numerical study on the effects of lithography defects on the behavior of reflectarrays
- Mixed-variable optimization: An extension of the PBO method to handle mixed discrete/continuous variables
- DRL for mixing: A control problem where an agent learns to mix a passive scalar quantity in a square cavity using boundary velocities control
- Dragonfly: A DRL library designed for modularity and easy experimentation
- LBM solver: A small python-based LBM solver
- PBO for conjugate heat transfer: Single-step DRL for the passive control of heat transfer problems
- PBC with oblique incidence: Extension of the field transform technique to handle polychromatic plane wave analysis at oblique incidence with periodic boundary conditions in time-domain
- Polychromatic pulses in waveguides: Developed a specific source module able to take into account mode dispersion to propagate polychromatic pulses in waveguides
- Mesh algorithms: Working on various mesh algorithms in a new FE framework
Background
- Currently a research engineer in the CFL team at CEMEF, Sophia-Antipolis. My current work is concerned with the application of machine learning algorithms to CFD problems.
