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kerembkr/README.md

Welcome!

About Me

I'm Kerem, a PhD student at the German Aerospace Center (DLR), specializing in the field of Quantum Machine Learning. My research focuses on the intersection of quantum computing and machine learning, exploring topics such as Gaussian Processes, Variational Quantum Circuits, Quantum Neural Networks, and Optimization techniques.

Research Interests

  • Quantum Machine Learning
  • Gaussian Processes
  • Variational Quantum Circuits
  • Quantum Neural Networks
  • Optimization
  • Linear Algebra
  • High Performance Computing

Software

  • PennyLane, Qiskit
  • PyTorch, Tensorflow
  • scikit-learn, scikit-optimize, scipy

Contact

Feel free to reach out to me if you have any questions, suggestions, or collaboration opportunities:

Popular repositories

  1. NoPlateauVQLS NoPlateauVQLS Public

    Variational Quantum Linear Solver without Barren Plateaus

    Python 1

  2. kerembkr kerembkr Public

    Config files for my GitHub profile.

  3. pennylane pennylane Public

    Forked from PennyLaneAI/pennylane

    PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

    Python

  4. BoostedGPR BoostedGPR Public

    Using Linear Algebra Techniques to accelerate Gaussian Process Regression

    Python

  5. DeepFit DeepFit Public

    Regression of 1D functions with Deep Neural Networks

    Python

  6. VQBayesOpt VQBayesOpt Public

    Using Quantum Speed-Ups to accelerate Gaussian Process Regression

    Python