47 lines
683 B
Markdown
47 lines
683 B
Markdown
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)
|