Abstract is missing.
- IntroductionWolfgang Rhode, Katharina Morik. 1-29 [doi]
- Challenges in Particle and Astroparticle PhysicsBernhard Spaan, Wolfgang Rhode, Lena Linhoff, Alicia Fattorini, Holger Stevens. 31-49 [doi]
- Key Concepts in Machine Learning and Data AnalysisKatharina Morik, Mirko Bunse. 51-75 [doi]
- Data Acquisition and Data StructureWolfgang Rhode, Bernhard Spaan, Hans Dembinski, Maximilian Linhoff, Tim Ruhe, Holger Stevens. 77-101 [doi]
- Monte Carlo SimulationsBernhard Spaan, Hans Dembinski, Gerwin Meier, Jean-Marco Alameddine, Dominik Baack, Mirko Bunse, Jens Teubner, Thomas Lindemann, Maximilian Linhoff, Tim Ruhe. 103-143 [doi]
- Data Storage and AccessWolfgang Rhode, Dominik Elsässer, Maximilian Linhoff, Jens Teubner. 145-161 [doi]
- Monitoring and Feature ExtractionWolfgang Rhode, Tim Ruhe, Maximilian Linhoff, Jens Buß, Lukas Nickel, Sebastian Buschjäger. 163-191 [doi]
- Event Property Estimation and Signal Background SeparationWolfgang Rhode, Margarete Schellenberg, Bernhard Spaan, Tim Ruhe, Maximilian Meier, Maximilian Linhoff, Jens Buß, Johannes Erdmann. 193-243 [doi]
- Deep Learning ApplicationsWolfgang Rhode, Mirco Hünnefeld, Bernhard Spaan, Vukan Jevtic, Lukas Pfahler, Sebastian Buschjäger. 245-278 [doi]
- Inverse ProblemsTim Ruhe, Mirko Bunse, Wolfgang Rhode, Bernhard Spaan, Michael Schmelling, Tim Ruhe, Maximilian Linhoff, Marlene Doert, Karolin Hymon. 279-317 [doi]
- Bibliography319-341 [doi]