Bücher von Martin Erdmann

A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradigm in basic and applied research.This textbook addresses physics students and physicists who want to understand what deep learning actually means, and what is the potential for their own scientific projects. Being familiar with linear algebra and parameter optimization is sufficient to jump-start deep learning.Adopting a pragmatic approach, basic and advanced applications in physics research are described. Also offered are simple hands-on exercises for implementing deep networks for which python code and training data can be downloaded.

Der Band ¿Felder und Wellen¿ vermittelt Ihnen Phänomene der Elektrizität und Optik, die Grundlagen für moderne Technik und wissenschaftlichen Fortschritt sind. Die Beobachtungen zu Elektrizität und Magnetismus lassen sich in den vier Maxwell-Gleichungen zusammenfassen, die einen Leitfaden für diesen Band darstellen.Das MyLab | Experimentalphysik 2 unterstützt den Lernenden mit digitalen Arbeitsblättern beim Verständnis der Materie und hilft Sachverhalte auf dem aktuellen didaktischen Niveau besser nachzuvollziehen.

The knowledge of the interactions of photons with hadrons has considerably improved with the study of high-energy lepton-proton collisions at HERA. The results on the partonic interactions of photons are summarized in comparison with photon-nucleon, two-photon, and proton-antiproton experiments.