Description
Leader of the group Multiscale Dynamics: Ute Ebert.
Nature and technology are full of dynamics, often involving multiple scales in length, time and energy. To model these processes, we combine scientific computing with model reduction and machine learning, with particular focus on plasma dynamics in lightning and space weather, and in high voltage and plasma technology.
Our research addresses questions in nature such as start and propagation of lightning strokes, terrestrial gamma-ray flashes and space weather, and closely related technological problems such as switch gear for long-distance electricity nets, air purification and disinfection with corona reactors, and protection of satellites and electricity nets from space weather.
Within national and European projects, we collaborate with colleagues in applied plasma physics, electrical and mechanical engineering, atmospheric electricity, and cosmic particle and space science, and with non-academic partners such as ABB, DNV-GL, ESA-ESTEC and NASA.
Find more about our work on the personal homepages of the staff scientists (including publications):
- Ute Ebert (group leader)
- Enrico Camporeale
and on the page with our numerical codes for Multiscale Plasma Dynamics.
Vacancies
Postdoc on the subject of Machine Learning and Space Weather
The position involves research in machine learning techniques and Bayesian inference, applied to real-time forecasting of energetic electrons in the Earth radiation belts. These electrons can be harmful to satellites, whose disruption can potentially lead to catastrophic societal and economic events. The emerging field of Space Weather is concerned with making accurate predictions of such dangerous events, sufficiently in advance so that countermeasures can be taken. The aim of this project is to advance our space weather prediction capability by enhancing physics based models with a new data-driven probabilistic framework. The project will involve state-of-the-art numerical simulations, Bayesian parameters estimation, uncertainty quantification and machine learning techniques.
News
Faster computation times for numerical solutions
Shock waves are difficult to simulate on a computer. Due to the large, rapid changes, often oscillations occur in the mathematical solutions.
Large STW grant for CWI research on discharges
In November, Ute Ebert (CWI) received a large STW grant for three research projects on discharges. These projects are about X-rays and gamma radiation from lightning, air purification with discharges for highway tunnels and hospitals, and environmentally friendly high voltage switches for power plants.
Current events
PhD Defence Ashutosh Agnihotri
- 2018-06-25T13:30:00+02:00
- 2018-06-25T14:30:00+02:00
PhD Defence Ashutosh Agnihotri
Start: 2018-06-25 13:30:00+02:00 End: 2018-06-25 14:30:00+02:00
Everybody is invited to attend the public defence of Ashutosh Agnihotri of his thesis entitled 'Modeling heat dominated electrical breakdown'
Promotors: prof.dr. Ute Ebert (CWI, TU/e), prof.dr. Willem Hundsdorfer(†) (CWI, Radboud University), dr. Enrico Camporeale (CWI)
Members
Associated Members
Publications
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Vier nieuwe consultants aan de slag bij Solid Professionals - Consultancy.nl - 27-03-18. (2018). Vier nieuwe consultants aan de slag bij Solid Professionals - Consultancy.nl - 27-03-18.
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Rutjes, C. (2018, March 15). Modeling high energy atmospheric physics and lightning inception.
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Radioactiviteit uit onweer - Nederlands Tijdschrift voor Natuurkunde (NTvN) - 01-03-18. (2018). Radioactiviteit uit onweer - Nederlands Tijdschrift voor Natuurkunde (NTvN) - 01-03-18.
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De baan van de bliksem blijkt korte tijd radioactief - NRC Handelsblad - 23-11-17. (2017). De baan van de bliksem blijkt korte tijd radioactief - NRC Handelsblad - 23-11-17.
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De baan van de bliksem blijkt korte tijd radioactief - NRC NEXT - 23-11-2017. (2017). De baan van de bliksem blijkt korte tijd radioactief - NRC NEXT - 23-11-2017.
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Camporeale, E, Carè, A, & Borovsky, J.E. (2017). Classification of solar wind with machine learning. Journal of Geophysical Research: Space Physics, 122(11), 10910–10920. doi:10.1002/2017JA024383
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Teunissen, H.J, & Ebert, U. M. (2017). Simulating streamer discharges in 3D with the parallel adaptive Afivo framework. Journal of Physics D: Applied Physics, 50. doi:10.1088/1361-6463/aa8faf
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Bliksem blijkt na te gloeien met gammastraling - NewScientist - 27-10-2017. (2017). Bliksem blijkt na te gloeien met gammastraling - NewScientist - 27-10-2017.
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Wing, S.P, Johnson, J.R, & Camporeale, E. (2017). Dawn-dusk asymmetries in the auroral particle precipitation and their modulations by substorms. In Dawn-Dusk Asymmetries in Planetary Plasma Environments (pp. 255–272). doi:10.1002/9781119216346.ch20
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Hundsdorfer, W, & In't Hout, K. (2017). On Multistep Stabilizing Correction Splitting Methods with Applications to the Heston Model. arXiv.org e-Print archive.
Software
Afivo: A framework for adaptive mesh refinement with geometric multigrid methods
Afivo, short for Adaptive Finite Volume Octree, is a framework for adaptive mesh refinement on quadtree (2D) and octree (3D) meshes with shared memory parallelization (OpenMP) and geometric multigrid methods.
PumpKin: Analyzing complex chemistry models
PumpKin, short for Pathway Reduction Method for Plasma Kinetic Models, is a tool for post-processing results from zero-dimensional plasma kinetics solvers.
Current projects with external funding
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Cosmic Lightning
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Modeling DC Circuit-Breakers for Long-Distance Electricity Transmission
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Real-time forecasting of killer electrons on satellite orbits
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Let CO2 spark! Understand breakdown dynamics for high voltage technology and lightning Abstract Sparks, (Let CO2 spark!)
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Science and Innovation with Thunderstorms (SAINT)
Related partners
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CSIC
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FOM
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IT-DTU Lyngby
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Shell, Amsterdam
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Universiteit Groningen - Kernfysisch Versneller Instituut
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Universitetet i Bergen
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University of Bath
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Bristol Industrial and Research Associates Limited
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DENA DESARROLLOS SL
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Technische Universiteit Eindhoven
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Universidad Politecnica Catalunya
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Université Paul Sabatier (Toulouse III)