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@QML-Group

Quantum Machine Learning

Research Group of Dr. Sebastian Feld, affiliated to QuTech and Q&CE Dept. of TU Delft
README.md

Quantum Machine Learning research group

The overall goal of this group is to investigate how quantum technology might help creating near-term quantum applications (quantum machine learning), but also how machine learning techniques may assist with developing scalable quantum devices (machine learning for quantum).

List of project repositories

However some of the projects below are private, we encourage you to contact the author in case of interest.

Repository Description Author Project
map-quantum-circuits-to-multi-core Quadratic Unconstrained Binary Optimization (QUBO) technique to map quantum circuits to multiple quantum cores. Luise Prielinger MSc thesis
lowdepthflagqec Sample simulation program for the paper: Low-Depth Flag-Style Syndrome Extraction for Small Quantum Error-Correction Codes. Dhruv Bhatnagar MSc thesis
QCMP-complexity-bound Resource Bounds for Quantum Circuit Mapping via Quantum Circuit Complexity. Sacha Szkudlarek MSc thesis
KetGPT Generative AI for Quantum Circuits. Boran Apak MSc thesis
EO-QCtrl Energy-Optimized Quantum Control. Sebastiaan Fauquenot MSc thesis
QART Energy-Optimized Quantum Instruction Set Discovery Sibasish Mishra MSc thesis
HQEC Biased-Noise Threshold Studies for Holographic Quantum Error-Correction Codes. Junyu Fan MSc thesis
Feyfey Feynman simulator for quantum circuits. Pablo Le Henaff -
qbench A collection of Quantum Benchmarks. Medina Bandic PhD research
SpinQ Compilation and DSE for Scalable Spin-Qubit Architectures. Nikiforos Paraskevopoulos PhD research
DSE Superconducting qubits Medina Bandic PhD research
Quantum Circuit Profiling For improving compilation for single-core and multi-core quantum devices based on interaction graph and gate dependency graph properties. Medina Bandic PhD research
ML4GST Machine Learning for Gate Set Tomography. Alan Yu PhD research
Quantum Intelligence Various projects on the interplay between Quantum and Intelligence. Aritra Sarkar Postdoc research

Popular repositories Loading

  1. qbench qbench Public

    A collection of Quantum Benchmarks. [PhD research]

    OpenQASM 5 1

  2. HQEC HQEC Public

    Python 4

  3. KetGPT KetGPT Public

    Dataset Augmentation of Quantum Circuits using Transformers

    Jupyter Notebook 2 2

  4. EO-QCtrl EO-QCtrl Public

    Energy Efficient Universal Quantum Optimal Control

    Python 2 1

  5. QCMP-complexity-bound QCMP-complexity-bound Public

    Jupyter Notebook 1 1

  6. ML4GST ML4GST Public

    Code for "Transformer Models for Quantum Gate Set Tomography"

    Jupyter Notebook 1

Repositories

Showing 10 of 13 repositories
  • HQEC Public
    QML-Group/HQEC’s past year of commit activity
    Python 4 0 0 0 Updated Nov 3, 2024
  • PythonCPPTemplate Public

    This repository is an example of a Python program that uses a C++ function for performance

    QML-Group/PythonCPPTemplate’s past year of commit activity
    C++ 1 0 0 0 Updated Oct 29, 2024
  • EO-QCtrl Public

    Energy Efficient Universal Quantum Optimal Control

    QML-Group/EO-QCtrl’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Oct 13, 2024
  • QuantumCircuitProfiling Public

    Quantum circuit profiling for improving compilation for single-core and multi-core quantum devices based on interaction graph and gate dependency graph properties.

    QML-Group/QuantumCircuitProfiling’s past year of commit activity
    OpenQASM 0 Apache-2.0 0 0 0 Updated Oct 7, 2024
  • .github Public
    QML-Group/.github’s past year of commit activity
    0 0 0 0 Updated Jul 25, 2024
  • ML4GST Public

    Code for "Transformer Models for Quantum Gate Set Tomography"

    QML-Group/ML4GST’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated May 24, 2024
  • qbench Public

    A collection of Quantum Benchmarks. [PhD research]

    QML-Group/qbench’s past year of commit activity
    OpenQASM 5 1 0 0 Updated Mar 7, 2024
  • KetGPT Public

    Dataset Augmentation of Quantum Circuits using Transformers

    QML-Group/KetGPT’s past year of commit activity
    Jupyter Notebook 2 AGPL-3.0 2 0 0 Updated Feb 27, 2024
  • QCMP-complexity-bound Public
    QML-Group/QCMP-complexity-bound’s past year of commit activity
    Jupyter Notebook 1 AGPL-3.0 1 0 0 Updated Feb 16, 2024
  • Feyfey Public

    Feynmann simulator for quantum circuits.

    QML-Group/Feyfey’s past year of commit activity
    C++ 0 Apache-2.0 0 0 0 Updated Oct 13, 2023
View all repositories

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