Expressibility Analysis
Expressibility Analysis Overview Expressibility measures how uniformly a variational ansatz can cover the Hilbert space....
Expressibility Analysis Overview Expressibility measures how uniformly a variational ansatz can cover the Hilbert space....
QAOA for 0/1 Knapsack Problem Overview The knapsack problem is a classic optimization problem: given a set of items with...
Multistate Contracted VQE (MC-VQE) Overview MC-VQE is a multi-reference approach for strongly correlated systems. Instea...
Quantum Kernel Estimation Overview Quantum kernels measure similarity between data points in a high-dimensional quantum ...
VQE for H2 Molecule Ground State Overview The Variational Quantum Eigensolver (VQE) is a hybrid quantum-classical algori...
UCCSD Ansatz Overview The Unitary Coupled Cluster Singles and Doubles (UCCSD) ansatz is the gold standard for quantum ch...
Subspace-Search VQE (SSVQE) Overview SSVQE finds multiple eigenstates simultaneously in a single optimization, unlike VQ...
Shor's 9-Qubit Code Overview Shor's code is the first quantum error correcting code capable of correcting any single-qub...
Quantum Fourier Transform (QFT) Overview The Quantum Fourier Transform maps quantum states to the frequency domain. It's...
Steane's 7-Qubit Code Overview Steane's code is a [[7,1,3]] quantum error correcting code, meaning it encodes 1 logical ...
Angle Encoding (Rotation Encoding) Overview Angle encoding is the simplest quantum data encoding method: each classical ...
VQE H2 Ground State - Peruzzo et al. 2014 Overview Reproduction of the original VQE paper - the first experimental demon...
QAOA Mixer Ansatz Overview The Quantum Approximate Optimization Algorithm (QAOA) uses alternating cost and mixer layers....
3-Qubit Bit-Flip Code Overview The 3-qubit bit-flip code is the simplest quantum error correcting code. It protects agai...
Kernel Target Alignment Optimization Overview Optimizes quantum kernel parameters to maximize centered kernel-target ali...
Hardware-Efficient Ansatz Overview Hardware-efficient ansatze (HEA) are variational circuits designed for NISQ devices, ...
Quantum Advantage in Learning - Huang et al. 2021 Overview Reproduction of the quantum kernel advantage paper - proving ...
QAOA for Portfolio Optimization Overview Portfolio optimization is a fundamental problem in finance: select assets to ma...
QAOA for Graph Coloring Overview Graph coloring assigns colors to vertices such that no two adjacent vertices share the ...
VQE for H2O Molecule (Active Space) Overview Water (H₂O) is a 10-electron system that would require ~14 qubits for full ...