From 17efa42f7e1d568db11f3924bdf11c0988984055 Mon Sep 17 00:00:00 2001 From: Noa Aarts Date: Mon, 17 Nov 2025 19:44:20 +0100 Subject: [PATCH] add week 1 note --- weeks/1.md | 47 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) create mode 100644 weeks/1.md diff --git a/weeks/1.md b/weeks/1.md new file mode 100644 index 0000000..29617b5 --- /dev/null +++ b/weeks/1.md @@ -0,0 +1,47 @@ +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)