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Professorship Predictive Analytics
Dr. Clemens Bombach
Professorship Predictive Analytics 

Dr. Clemens Bombach

Portrait: Dr. Clemens Bombach
Dr. Clemens Bombach


I'm a postdoctoral researcher at the professorship of Predictive Analytics, where I employ techniques of cognitive modeling and machine learning with the goal of predicting individual human behavior. Previously, I worked in mathematical control theory and inverse problems, with an emphasis on observability estimates.

Research interests

  • cognitive modeling
  • machine learning
  • control theory

CV

  • since 2025: scientific assistant, Predictive Analytics, TU Chemnitz
  • 2024: PhD in Mathematics (Dr. rer. nat.)
  • 2016 - 2025: scientific assistant, Analysis, TU Chemnitz
  • 2009 - 2016: studies in mathematics, TU Chemnitz

Projects

  • 2025 - 2027: DfG-Project "Systeme, Algorithmen und kognitive Modelle zur Vorhersage individueller menschlicher Schlussfolgerungsprozesse (PREDIR)"

Publications

  • C. Bombach: Unique Determination of a singular potential from boundary data.[arXiv:2502.15319]
  • C. Bombach, M. Tautenhahn: A Logvinenko-Sereda theorem for vector-valued functions and application to control theory, Z. Anal. Anwend. (Online first), 2025. [DOI: 10.4171/zaa/1794][arXiv:2401.09159]
  • C. Bombach, D. Gallaun, C. Seifert, M.Tautenhahn: Observability and null-controllability for parabolic equations in Lp-spaces. Mathematical Control and Related Fields, 2023. [DOI: 10.3934/mcrf.2022046][arXiv:2005.14503]
  • C. Bombach, F. Gabel, C. Seifert, M.Tautenhahn: Observability for non-autonomous systems. SIAM Journal on Control and Optimization, 61(1), 313-339, 2023. [DOI: 10.1137/22M1485139][arXiv:2203.08469]

Teaching (Selection)

Exercises for mathematics students and engineering/CS/physics/education students, including:

  • SS 2025: Exercise "Analysis partieller Differentialgleichungen"
  • WS 2025: Exercises "Analysis für das Lehramt, Höhere Mathematik III (MB)"
  • SS 2024: Exercises "Analysis partieller Differentialgleichungen, Höhere Mathematik IV (Informatik, E-Technik, Physik)"
  • WS 2024: Exercises "Funktionentheorie, Höhere Mathematik III (Informatik, E-Technik, Physik)"

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