Rick H. S. Budé
A5071834070- Magnetic confinement fusion research
- Laser-induced spectroscopy and plasma
- Nuclear Physics and Applications
- Earthquake Detection and Analysis
- Particle accelerators and beam dynamics
- Superconducting Materials and Applications
- Power Transformer Diagnostics and Insulation
Eindhoven University of Technology
2023
Data-driven science and technology offer transformative tools methods to science. This review article highlights the latest development progress in interdisciplinary field of data-driven plasma (DDPS), i.e., whose is driven strongly by data analyses. Plasma considered be most ubiquitous form observable matter universe. Data associated with plasmas can, therefore, cover extremely large spatial temporal scales, often provide essential information for other scientific disciplines. Thanks...
Abstract Accurate simulations of the behavior RF waves in hot, magnetized fusion plasmas have traditionally been computationally demanding due to integro-differential character hot plasma wave equation. In this work a method is described that allows integral hot-plasma equation be rewritten as set differential operators by fitting polynomial through dielectric tensor components. This approach applied one-dimensional simulation with typical profiles and parameters for JET reactor. The...
Data science and technology offer transformative tools methods to science. This review article highlights latest development progress in the interdisciplinary field of data-driven plasma (DDPS). A large amount data machine learning algorithms go hand hand. Most data, whether experimental, observational or computational, are generated collected by machines today. It is now becoming impractical for humans analyze all manually. Therefore, it imperative train interpret (eventually) such as...