Dr Burak ÇIVITCIOĞLU

Associate Professor
Dr. Burak ÇIVITCIOĞLU

Biography

I completed a PhD in AI for physics in collaboration with CY Cergy-Paris University and the University of Warwick. My research focused on the use of contemporary AI models in condensed matter physics, particularly models such as frustrated spin magnets. Prior to that, I obtained two Master’s degrees in science: one in quantum devices at Paris Cité University and the other in theoretical physics and modelling at CY Cergy-Paris University. I also hold a Bachelor’s degree in physics from Koç University in Istanbul.

Education & Qualifications

YearUniversityQualification/Position
2024-PhD (Canada) | Machine Learning for Condensed Matter Physics
2019–2020 CY Cergy Paris University M2 Theoretical Physics and Applications: Machine Learning and Databases
2018–2019 Université Paris Cité M2 Quantum Devices
2017–2019 CY Cergy Paris University M1 Theoretical Physics and Applications
2013–2017 Koç University, Istanbul BSc in Physics

Work experience

YearPosition
October 2024 to present Associate Professor | aivancity School for Data & AI for Business & Society
September 2021–September 2024 PhD | 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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