Quantum Leaps

 

Hello, I’m Joe. Here I’ll be documenting my research, studies and work in quantum focused on:

AI  //  Computing  //  Deep Learning  //  Software Engineering

Quantum Computing

Quantum computing lies at the intersection of quantum physics, computer science, and information theory. My work involves:

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Theoretical Research

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Mathematical Concepts & Foundations

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Quantum Algorithm & Software Development

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Simulation & Analysis

R & D

Research and exploration into:

  • Quantum state spaces
  • Quantum measurement
  • Entanglement
  • Standard quantum algorithms
  • Quantum information processing
  • Quantum key distribution
  • Teleportation

Quantum Software Engineering

Leveraging frameworks, libraries, SDKs & design tools for:

  • Writing, manipulating, and optimizing quantum circuits
  • Quantum circuit simulation
  • Quantum Approximate Optimization Algorithm (QAOA)

Quantum Hardware

State-of-the-Art in:

  • Superconducing Qubits
  • Trapped ions
  • Photonic Qubits
  • Majorana Fermions
  • Quantum Annealers
  • Universal Gate Quantum Computers

AI & Deep Learning

Research and hands on development in hybrid quantum-classical convolutional neural networks, machine learning for quantum control, layer-wise learning for quantum neural networks, quantum dynamics learning, generative modeling of mixed quantum states, and learning to learn with quantum neural networks via classical recurrent neural networks.

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Construction of Quantum datasets, models & control parameters

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Producing classical probabilistic solutions from quantum measurements

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Training and execution of quantum circuits with parallel computation across clusters of hybrid quantum systems

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Maximizing extraction of useful insights from NISQ-era architecture