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Here are some of my selected projects and publications.

Conference Proceedings

  • Logic Guided Genetic Algorithms (Student Abstract) [PDF]
    Dhananjay Ashok, Joseph Scott, Sebastian J Wetzel, Maysum Panju, and Vijay Ganesh.
    In Proceedings of the AAAI Conference on Artificial Intelligence, May 2021.
  • LGML: Logic Guided Machine Learning (Student Abstract) [PDF]
    Joseph Scott, Maysum Panju, and Vijay Ganesh.
    In AAAI Conference on Artificial Intelligence, April 2020.
  • Analyzing query optimization process: Portraits of join enumeration algorithms [PDF]
    Anisoara Nica, Ian Charlesworth, and Maysum Panju.
    In IEEE 28th International Conference on Data Engineering, April 2012.

Journal Articles

  • Discovering symmetry invariants and conserved quantities by interpreting siamese neural networks [PDF]
    Sebastian J Wetzel, Roger G Melko, Joseph Scott, Maysum Panju, and Vijay Ganesh.
    In Physical Review Research, September 2020.
  • Some comments on Garsia numbers [PDF]
    Kevin Hare and Maysum Panju.
    In Mathematics of Computation, 2013.
  • Iterative methods for computing eigenvalues and eigenvectors [PDF]
    Maysum Panju.
    In The Waterloo Mathematics Review, September 2011.
  • Beta expansions for regular Pisot numbers [PDF]
    Maysum Panju.
    In Journal of Integer Sequences, March 2011.
  • A systematic construction of almost integers [PDF]
    Maysum Panju.
    In The Waterloo Mathematics Review, May 2011.

Academic Projects

  • Automated Knowledge Discovery Using Neural Networks [PDF]
    Maysum Panju
    PhD Thesis, University of Waterloo, May 2021.
  • Statistical extraction and visualization of topics in the Qur’an corpus [PDF] [YouTube]
    Maysum Panju.
    Masters Research Project, University of Waterloo, August 2014.

Presentations

  • Math is Fun? (Podcast episode) [anchor.fm]
    Maysum Panju (guest speaker)
    Just Doing Life podcast,  Apr 19, 2021.
  • Topic Modelling the Holy Qur’an [YouTube]
    Maysum Panju 
    Masters Project Presentation, Computational Mathematics Symposium University of Waterloo,  August 26, 2014.