Semester page for FYS5419 - Spring 2025
Dear all, welcome back to FYS5419/9419. The plans this week are
Reminder on basics of the VQE method and how to perform measurements for the simpler one- and two-qubit Hamiltonians
Simulating efficiently Hamiltonians on quantum computers with the VQE method and gradient descent to optimize the state function ansatz
Introducing the Lipkin model, our final model for project 1
For the exercise session, we continue to work on project 1
As reading suggestions we recommend
For the discussion of one-qubit, two-qubit and other gates, sections 2.6-2.11 and 3.1-3.4 of Hundt's book Quantum Computing for Programmers, contain most of the relevant information.
The VQE algorithm is discussed in Hundt's section 6.11
- See the review of Till...
Mar. 3, 2025 9:16 PM
Dear all, welcome back to FYS5419/9419. We hope you've had a great weekend, irrespective of the not optimal weather!
The plan this week is to discuss in detail the introduction and implementation of the VQE algorithm for a the one-qubit Hamiltonian of project 1 and prepare for the solution of the two-qubit Hamiltonian of the project 1. We will discuss strategies and implementations as well as how to rewrite a given Hamiltonian in terms of various gates and transformations. Next week we will also introduce a more realistic Hamiltonian and express again the Hamiltonian in terms of various Pauli matrices.
Plans for the week of February 24-28, Solving quantum mechanical problems
Repetition from last week on gates, measurements and one-qubit systems
Introducing the Variational Quantum Eigensolver (VQE) a...
Feb. 24, 2025 1:48 PM
Dear all, welcome back to FYS5419/9419. We hope you've all had a great weekend.
The plans for this week (see lecture notes either as PDF or jupyter-notebook at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week5)
are:
The first part of the lecture will focus
Review from last week, one-qubit gates and one-qubit Hamiltonian (using slides from last week)
Reminder and review of density matrices and measurements from week 2
Schmidt decomposition and entanglement
Discussion of entropies, classical information entropy (Shannon entropy) and von Neumann entropy
The second part focuses on
Two-qubit Hamiltonians...
Feb. 17, 2025 2:01 PM
All relevant teaching material