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Quantum Statistical Inference

CIT513009Elective Modules5 ECTSEnglishUnregelmäßigDepartment Mathematics
AI-edited module sheet. Based on the TUMonline module description, edited for readability.Original in TUMonline

What it is about

You will learn mathematical methods for hypothesis testing, parameter estimation, tomography, learning and predictive inference in quantum-statistical experiments. In the end you will be able to formally analyze, describe and design such experiments as well as apply suitable, advanced tools for inference about underlying quantum systems.

What you will be able to do

  • Analysis and formal description of quantum-statistical experiments
  • Design of experiments for parametric and model-based inference
  • Proficiency in advanced mathematical inference methods for quantum procedures
  • Understanding of operational concepts, opportunities and limitations of quantum statistics

What the module consists of

  • VorlesungDelivery of content in lectures with demonstrative examples and discussion
  • Übung/Practice sessionsDeepening of methods through problem sheets and solution patterns, self-check of learning progress

Teaching method

  • Lecture with examples and discussionpresents the theoretical foundations and prompts independent analysis
  • Practice problems with solutionsenables deepening and independent verification of understanding
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Official page in TUMonline · Details are not binding.