Teaching

• Calculus I and II

• Applied Mathematics

• Machine Learning

• Advanced Machine Learning

• Hands on AI

Research Interests

Publications : see  Google Scholar 

Current Topics 

• • Machine Learning

  • Active Learning 

  • Statistical Learning Theory

  • Multimedia classification (sounds, images, videos, ...)

Previous Topics

• • • Label Ranking

    • Missing data and recommender systems

    • UROX software for fitting high-resolution 3D structures into low-resolution maps

    • Development of the software HELGEN for simulation of helical diffration

    • Structural studies (X-ray crystallography) of proteins 

    •  Statistical mechanics of macromolecular association 

    • Water structure and hydrophobic effects studied by molecular dynamics simulation and statistical mechanics