Physics Monthly -- Topic: Inverse Problems
Monday 20 January 2025 -
14:00
Monday 20 January 2025
14:00
Welcome & Opening
-
Wolfgang Rhode
(
TU Dortmund
)
Welcome & Opening
Wolfgang Rhode
(
TU Dortmund
)
14:00 - 14:10
Room: Zoom
Some opening words about inverse problems in Physics
14:10
Unfolding the Electron neutrino spectrum
-
Lene van Rootselaar
(
Physics, AG Rhode
)
Unfolding the Electron neutrino spectrum
Lene van Rootselaar
(
Physics, AG Rhode
)
14:10 - 14:40
Room: Zoom
Presentation + Discussion Abstract: My PhD project focuses on reconstructing the electron neutrino energy spectrum using IceCube data. A cascade Monte Carlo dataset used for the Galactic plane analysis, developed by Mirco Hünnefeld, serves as the test sample for setting up the analysis. Each neutrino cascade event contains numerous descriptive parameters, and machine learning techniques are employed to identify the parameters with the most significant informational value. Using decision tree algorithms, the analysis will unfold the energy spectrum. This work aims to produce an accurate electron neutrino energy spectrum, contributing to our understanding of neutrino physics and astrophysics.
14:40
Inverse Problems and Quantification
-
Mirko Bunse
(
Lamarr Institute, TU Dortmund University
)
Inverse Problems and Quantification
Mirko Bunse
(
Lamarr Institute, TU Dortmund University
)
14:40 - 15:10
Room: Zoom
Tutorial + Discussion