SSVQE Algorithm
Subspace-Search VQE (SSVQE) What You'll Learn: How to find multiple eigenstates in a single optimization, not sequential...
Subspace-Search VQE (SSVQE) What You'll Learn: How to find multiple eigenstates in a single optimization, not sequential...
Quantum Kernel Estimation Overview Quantum kernels measure similarity between data points in a high-dimensional quantum ...
Quantum Teleportation What You'll Learn: How to transfer a quantum state from one qubit to another using a shared entang...
QAOA for Portfolio Optimization What You'll Learn: How to encode financial portfolio selection as a QUBO problem on a qu...
Superdense Coding What You'll Learn: How to send 2 classical bits of information by transmitting only 1 qubit — using a ...
VQE H2 Ground State — Peruzzo et al. 2014 First-ever experimental VQE on a photonic quantum processor Finds the ground-s...
Trainable Quantum Kernel — KTA Optimization What You'll Learn: How adding learnable parameters to a quantum feature map ...
Bernstein-Vazirani Algorithm What You'll Learn: How to extract a hidden bit string from a black-box function using a sin...
Hadamard Test > Prerequisites: Bell State (entanglement, controlled gates, measurement) The Idea Imagine you are given a...
Deutsch-Jozsa Algorithm What You'll Learn: How quantum parallelism and interference combine to solve a problem with one ...
Hardware-Efficient Ansatz (HEA) A parameterized quantum circuit designed for NISQ devices that uses native gate sets and...
GHZ State What You'll Learn: How to extend quantum entanglement beyond two qubits, creating an "all-or-nothing" correlat...
Steane's 7-Qubit Code Overview Steane's code is a [[7,1,3]] CSS code — it encodes 1 logical qubit into 7 physical qubits...
QAOA MaxCut - Farhi, Goldstone, Gutmann (2014) Overview Faithful reproduction of the paper that introduced QAOA — the Qu...
Barren Plateau Detection and Analysis What You'll Learn: Why gradient variance vanishes exponentially with qubit count i...
Expressibility Analysis of Variational Quantum Ansatze Overview Expressibility quantifies how uniformly a parameterized ...
Multistate Contracted VQE (MC-VQE) What You'll Learn: How to find multiple eigenstates simultaneously using a contracted...
Kernel-Target Alignment Optimization What You'll Learn: How centered kernel-target alignment (CKA) measures how well a k...
VQE for H2O Molecule Ground State What You'll Learn: How active space reduction brings a 10-electron molecule down to 4 ...
VQE for LiH Molecule Ground State What You'll Learn: How to scale VQE from 2 qubits (H2) to 4 qubits (LiH) How hardware-...