thesis/weeks/1.md

Hardware Specific problem agnostic ansatze

Inputs:

• Description of hardware
  • qubits
  • gates
  • connections // later
  • fidelities
• Targets // first
  • Expressibility
  • Entanglement // for later
  • Noise Treshold
  • Parameters (maximal)

Process:

• cost function
  • should have
    • expressibility
    • entanglement // for later
    • Noise Treshold
    • Parameters (maximal)
• method
  • MCTS
  • ML
    • RL
    • ??
  • Bayesian
  • Differentiable circuits?

Outputs:

• QML kernels
  • best Expressibility
  • best entanglement
  • best noise
  • least parameters
  • most balanced

Benchmark:

• look into other papers
  • QAS papers
  • Hardware efficient ansatze papers
  • (2506.21161)