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research:start [2021/12/07 15:53] – [Ideas for (small) projects] jannis | research:start [2023/10/26 14:59] (current) – [Supervision] jannis | ||
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==== Experience and interests ==== | ==== Experience and interests ==== | ||
- | My general research interests are scientific computing, computational (plasma) physics and more recently also machine learning | + | My general research interests are scientific computing, computational (plasma) physics and more recently also machine learning. |
I have developed both particle-in-cell and plasma fluid codes for the simulation | I have developed both particle-in-cell and plasma fluid codes for the simulation | ||
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=== Research projects === | === Research projects === | ||
+ | //(Past projects in italics)// | ||
+ | |||
+ | * [[https:// | ||
* [[https:// | * [[https:// | ||
- | * [[https:// | ||
* [[https:// | * [[https:// | ||
- | | + | |
- | * [[https:// | + | |
+ | | ||
+ | * //[[http:// | ||
+ | * //[[https:// | ||
==== Supervision ==== | ==== Supervision ==== | ||
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=== Postdocs === | === Postdocs === | ||
- | * Ajay Tiwari | + | * //Ajay Tiwari// |
* // | * // | ||
- | (In collaboration with [[https:// | + | //(In collaboration with [[https:// |
=== PhD students === | === PhD students === | ||
- | I co-supervise the following PhD students together with [[https:// | + | I (co-)supervise(d) the following PhD students together with [[https:// |
- | * Hemaditya Malla | + | * Hemaditya Malla (daily supervisor) |
* Dennis Bouwman | * Dennis Bouwman | ||
- | | + | * Baohong Guo (daily supervisor) |
- | | + | * Xiaoran Li (daily supervisor) |
- | * Xiaoran Li | + | * Zhen Wang (daily supervisor) |
- | * Zhen Wang | + | |
+ | * //Andy Martinez// | ||
+ | |||
+ | === PhD commitee member === | ||
+ | |||
+ | * Hani Francisco (2023, TU Eindhoven) | ||
+ | * Brecht Laperre (2022, KU Leuven) | ||
+ | * Andy Martinez (2022, TU Eindhoven) | ||
+ | * Alejandro Malagon (2021, University of Granada) | ||
+ | * Shahriar Mirpour (2021, TU Eindhoven) | ||
=== MSc / BSc students === | === MSc / BSc students === | ||
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* //Stijn van Deutekom// (2020, TU/e BSc) | * //Stijn van Deutekom// (2020, TU/e BSc) | ||
+ | ==== Ideas for research projects ==== | ||
- | ==== Ideas for (small) projects ==== | + | Examples of research/ |
- | A (very!) incomplete list of research ideas, some of which are suitable for student projects: | + | * Simulating incompressible flow with the Afivo framework |
- | + | * Exploring hybrid OpenMP/MPI parallelization | |
- | * Using machine learning to create a heuristic simple model from a more complex one (for example going from a particle-in-cell to a fluid model) | + | |
* Solving plasma fluid equations implicitly. In particular, what is a good preconditioner? | * Solving plasma fluid equations implicitly. In particular, what is a good preconditioner? | ||
- | * Improving the convergence rate of Monte Carlo particle swarm simulations in low electric fields | + | * Improving the convergence rate of Monte Carlo particle swarm simulations in low electric fields. One idea is to limit the drift in electron momentum due to collisions. |
* Coupling explicit and implicit time integration for plasma fluid models | * Coupling explicit and implicit time integration for plasma fluid models | ||
- | * Coupling stiff chemistry to simulations with AMR (adaptive mesh refinement), | ||
* Performing large scale 3D simulations of [[https:// | * Performing large scale 3D simulations of [[https:// | ||
* Coupling particle and fluid models in energy space, for the study of [[https:// | * Coupling particle and fluid models in energy space, for the study of [[https:// | ||
* Extending the discharge model comparison of this [[http:// | * Extending the discharge model comparison of this [[http:// | ||
- | * Using DSMC (or similar particle-based simulations) to evaluate (and improve?) the behavior of continuum hydrodynamics schemes at low pressures/ | + | |
- | * Exploring methods to make conventional hydrodynamics schemes more robust (i.e., avoiding negative pressures) | + | |