Dr. Burak ÇIVITCIOĞLU

Associate Professor
Links
Biography
Education & Degrees
Professional experience
Publications
Dr. Burak ÇIVITCIOĞLU

Biography

I completed a Ph.D. in AI for physics in collaboration with the University of Cergy-Paris 1 and the University of Warwick. My research focused on the application of modern AI models to condensed matter physics, particularly models such as frustrated spin magnets. Prior to that, I earned two master’s degrees in science: one in quantum devices from Paris Cité University and the other in theoretical physics and modeling from CY Cergy-Paris University. I also hold a bachelor’s degree in physics from Koç University in Istanbul.

Education & Degrees

YearUniversityDegree/Position
2024-Ph.D. Candidate | Machine Learning for Condensed Matter Physics
2019–2020   CY Cergy Paris University    M2 Theoretical Physics and Applications: Machine Learning and Databases
2018–2019        Paris Cité University    M2 Quantum Devices
2017–2019    CY Cergy Paris University    M1 Theoretical Physics and Applications
 
2013–2017    Koç University, Istanbul    B.S. in Physics

Professional experience

YearFunction
From October 2024 to the present    Associate Professor | aivancity School for Data & AI for Business & Society
September 2021–September 2024    Ph.D. | Machine Learning for Condensed Matter Physics - CY Cergy Paris
August 2020–September 2021    Space Alloy Startup | Founding Team

Projects

  • Custom Variational Autoencoders for Physical Systems
  • Petitgrad: A Matrix-Based Autograd Engine
  • Imgance: Image Resolution Enhancer
  • Training BERT(s) on the CONLL dataset
  • Mcising: Ising data generator

Publications

  • 2014: Phase Determination with and without Deep Learning
  • 2022: Machine Learning the Square-Lattice Ising Model

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