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Research Program

Quantum computing is expected to bring a transformative impact across various fields. However, a critical question remains: What are the current barriers to achieving practical quantum advantage and how can we overcome them?

Our current research agenda seeks to:

  1. Quantify the limitations of NISQ-era cost Hamiltonian optimization, and propose experimental demonstrations of quantum information processing tasks.
  2. Determine the best practices to integrate error mitigation/correction for quantum enhanced combinatorial optimization
  3. Develop theoretical and numerical methods to probe the algorithmic capacity of real-world quantum hardware using tensor network algorithms and methods and cost Hamiltonian engineering techniques