Ruhle, Fabian


Research interests

My main research interest is String Theory, but I work on Mathematical Physics, Computational Physics, Theoretical Particle Physics and Cosmology. In more detail:

Theoretical Particle Physics and Cosmology

  • Particle Physics from Heterotic String Theory and F-Theory
  • Heterotic / F-Theory / Type II duality
  • Gauged Linear Sigma Models and Worldsheet Theories
  • String Cosmology (Inflation, Moduli Stabilization, Dark Matter)
  • SUSY and SUSY breaking


  • Algebraic and Toric Geometry
  • Singularity Theory and limiting mixed Hodge structure
  • Group Theory
  • Conformal Field Theory
  • Knot Theory

Computational Physics

  • Machine learning (supervised, unsupervised, reinforced)
  • Genetic algorithms
  • Persistent homology
  • Algorithms in Commutative Algebra, Groebner Bases, Resultants


  • A list of my publications is available on inspire and Google Scholar.
  • The material from the coding tutorials and exercises for my lecture series "Machine Learning and its Applications" can be found on my Github page.
  • My Physics Report "Data science applications to string theory" is available here


  • Jointly with scientists from academia (Madison, Munich, Northeastern) and industry (Google, Facebook, Microsoft), I am organizing a seminar series on "Physics meets ML"
  • I am organizing the String Theory Journal club at CERN
Fields of interest
Beyond the Standard Model Phenomenology
Mathematical Physics
Quantum Field Theory
Standard Model Phenomenology
String Theory