Research Interests:

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Quantum Measurement Game
Here are some carefully prepared quantum states, upon measurement they reveal information about me!
Go ahead and POVM'em, the more you click the more you know me!


\(| \psi_{interests} \rangle\)
Click the ket to measure it!
Remember to keep clicking to get new answers!
\(| \psi_{skills} \rangle\)
Click the ket to measure it!
Remember to keep clicking to get new answers!
\(| \psi_{papers} \rangle\)
Click the ket to measure it!
Remember to keep clicking to get new answers!
\(| \psi_{openProblems} \rangle\)
Click the ket to measure it!
Remember to keep clicking to get new answers!

Selected Recent Publications:

• Physical Review X Quantum:
  • Theory for equivariant quantum neural networks (2024)
  • Group-invariant quantum machine learning (2022)
• Nature Communications:
  • A unified theory of barren plateaus for deep parametrized quantum circuits (2024, tba)
• Nature Computational Science:
  • Theory of overparametrization in quantum neural networks (2023)
• npj Quantum Information:
  • Theoretical guarantees for permutation-equivariant quantum neural networks (2024)
• Physical Review Research:
  • Effects of noise on the overparametrization of quantum neural networks (2024)
• Quantum:
  • Diagnosing barren plateaus with tools from quantum optimal control (2022)