Technical University of Munich
Assistant Professorship of Data Science in Physics (Prof. Heinrich)
Boltzmannstr. 2
85748 Garching b. München
Physics Letters B
Abstract: A search for Standard Model Higgs bosons produced in association with a high-energy photon and decaying to bb¯ is performed using 133 fb−1 of s=13 TeV pp collision data collected with the ATLAS…
Machine Learning: Science and Technology
Abstract: Artificial intelligence (AI) is transforming scientific research, with deep learning methods playing a central role in data analysis, simulations, and signal detection across particle, nuclear, and…
Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
Abstract: The R3B experiment at FAIR studies nuclear reactions using high-energy radioactive beams. One key detector in R3B is the CALIFA calorimeter consisting of 2544 CsI(Tl) scintillator crystals designed to…
European Physical Journal C
Abstract: When deriving the B0 meson decay width Γd from the measured effective lifetime τB0 formula (1) for the decay of the B0 and B¯0 mesons to the same final state has been used, which included a nonzero…
Physics Reports
Abstract: The Higgs boson was discovered by the ATLAS and CMS Collaborations in 2012 using data from Run 1 of the Large Hadron Collider (2010−2012). In Run 2 (2015−2018), about 140 fb−1 of proton–proton…
Physical Review Letters
Abstract: Top-quark pair production is observed in lead-lead ((Formula presented)) collisions at (Formula presented) at the Large Hadron Collider with the ATLAS detector. The data sample was recorded in 2015…
Physical Review C
Abstract: This paper presents a measurement of jet-track correlations in photon-jet events, using 1.72 (Formula presented) of (Formula presented) data at (Formula presented) recorded with the ATLAS detector at…
Physical Review D
Abstract: Charged Higgs bosons produced either in top-quark decays or in association with a top quark, subsequently decaying via (Formula presented), are searched for in (Formula presented) of proton-proton…
SciPost Physics
Abstract: The ATLAS experiment at the Large Hadron Collider explores the use of modern neural networks for a multi-dimensional calibration of its calorimeter signal defined by clusters of topologically…
Journal of High Energy Physics
Abstract: A search for the production of a Higgs boson and one or more charm quarks, in which the Higgs boson decays into a photon pair, is presented. This search uses proton-proton collision data with a…
| Title | Dates | Duration | Type | Lecturer (assistant) |
|---|---|---|---|---|
| Datascience Methods |
|
2 | VO | |
| Datascience Tools |
|
2 | VO | |
| Exercise to Datascience Methods |
|
1 | UE |
P. Eller [L]
|
| Exercise to Datascience Tools |
|
1 | UE |
P. Eller [L]
|
| Exercise to Experimental Physics 3 |
|
2 | UE | |
| Exercise to Introduction to Probabilistic Reasoning |
|
1 | UE | |
| Experimental Physics 3 |
|
4 | VO | |
| Introduction to Probabilistic Reasoning |
|
1 | VO | |
| Open Tutorial to Experimental Physics 3 |
|
2 | UE |
| Title | Dates | Duration | Type | Lecturer (assistant) |
|---|---|---|---|---|
| Exercise to Introduction to Machine Learning |
|
2 | UE | |
| Exercise to Introduction to Probabilistic Reasoning |
|
1 | UE | |
| Exercise to Modern Deep Learning Learning for Physicists |
|
2 | UE |
L. Heinrich [L]
|
| Introduction to Machine Learning |
|
2 | VO | |
| Introduction to Probabilistic Reasoning |
|
1 | VO | |
| Modern Deep Learning Learning for Physicists |
|
2 | VO | |
| Recent Topics in Data Science for Fundamental Physics |
|
2 | PS | |
| Revision Course to Recent Topics in Data Science for Fundamental Physics |
|
2 | RE |
L. Heinrich [L]
|