research:start
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| research:start [2022/08/15 09:29] – [Supervision] 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 | ||
| Line 17: | Line 17: | ||
| === Research projects === | === Research projects === | ||
| + | //(Past projects in italics)// | ||
| + | |||
| + | * [[https:// | ||
| * [[https:// | * [[https:// | ||
| - | * [[https:// | ||
| * [[https:// | * [[https:// | ||
| - | | + | |
| - | * [[https:// | + | |
| + | | ||
| + | * //[[http:// | ||
| + | * //[[https:// | ||
| ==== Supervision ==== | ==== Supervision ==== | ||
| Line 29: | Line 34: | ||
| === 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 === | === PhD commitee member === | ||
| - | * Alejandro Malagon | + | * Hani Francisco |
| - | * Shahriar Mirpour | + | * Brecht Laperre |
| - | * Andy Martinez (TU Eindhoven) | + | * Andy Martinez (2022, TU Eindhoven) |
| - | * Brecht Laperre | + | * Alejandro Malagon |
| + | * Shahriar Mirpour (2021, TU Eindhoven) | ||
| === MSc / BSc students === | === MSc / BSc students === | ||
| Line 58: | Line 66: | ||
| * //Stijn van Deutekom// (2020, TU/e BSc) | * //Stijn van Deutekom// (2020, TU/e BSc) | ||
| - | ==== Ideas for (small) | + | ==== Ideas for research |
| - | A (very!) incomplete list of research ideas, some of which are suitable for student projects: | + | Examples |
| - | * 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) | + | * Simulating incompressible flow with the Afivo framework |
| + | * Exploring hybrid OpenMP/MPI parallelization | ||
| * 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) | + | |