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- Passcode: FYS4411
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## January 20-24, 2024. Overview of first week, Basic Notions of Quantum Mechanics
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## January 20-24, 2025. Overview of first week, Basic Notions of Quantum Mechanics
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- Definitions, Linear Algebra reminder, Hilbert Space, Operators on Hilbert Spaces, Composite Systems
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- Definitions
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- Mathematical notation, Hilbert spaces and operators
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- Link to video of lecture to be added
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- Handwritten notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesJanuary22.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week1
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- _Reading recommendation_: Scherer, Mathematics of Quantum Computations, chapter 2
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- _Reading recommendation_:
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## January 27 - January 31, 2024. Composite Systems and Tensor Products
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## January 27 - January 31, 2025. Composite Systems and Tensor Products
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- Spectral decomposition and measurements
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- Density matrices
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- Simple Hamiltonians and other operators
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- Video of lecture at https://youtu.be/E1dhiboQHis
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesJanuary29.pdf
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesJanuary29.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week2
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- _Reading recommendation_: Scherer, Mathematics of Quantum Computations, chapter 2
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- _Reading recommendation_:
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## January 29-February 2, 2024. Density matrices and Measurements
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## February 3-7, 2025. Density matrices and Measurements
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- Spectral decomposition and measurements
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- Density matrices
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- Entanglement and Schmidt decomposition
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- Entropies
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- Video of lecture at https://youtu.be/6v5iqPmQIFM
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesJanuary31.pdf
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary5.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week3
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- _Reading recommendation_: Scherer, Mathematics of Quantum Computations, xxx
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- _Reading recommendation_:
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## February 5-9, 2024. Entanglement and entropies
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## February 10-14, 2025. Entanglement and entropies
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- Entanglement and Schmidt decomposition
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- Entropy as a measurement of entanglement
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- Introduction to gates and calculations
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- Video of lecture https://youtu.be/XP9z8z6ptWI
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesFebruary7.pdf
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary12.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week4
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- _Reading recommendation_: Hundt, chapter 2 and 3
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- _Reading recommendation_:
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## February 12-16, 2024.
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## February 17-21, 2025.
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- Quantum gates and circuits
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- Developing our own codes for Bell states and comparing with qiskit
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- Video of lecture at https://youtu.be/9XrDKgTQL6I
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesFebruary14.pdf
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary19.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week5
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## February 19-23, 2024. Quantum gates and circuits and Quantum Fourier Transform and Hamiltonians
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## February 24-28, 2025. Quantum gates and circuits and Quantum Fourier Transform and Hamiltonians
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- Quantum gates and operations and simple quantum algorithms
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- Discussion of the VQE algorithm and discussions of project 1
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- Video of lecture at https://youtu.be/PW1mOn3E4eQ
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesFebruary21.pdf
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary26.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week6
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## February 26-March 1, 2024. Algorithms for solving quantum mechanical problems.
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## March 3-7, 2025. Algorithms for solving quantum mechanical problems.
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- VQE, Variational Quantum Eigensolver and discussion of codes
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- Simulations of of Hamiltonians, focus on the one-qubit Hamiltonian
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- Discussion of project 1
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- Video of lecture at https://youtu.be/sTf-WuA4hV8
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- Video of lecture
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week7
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## March 4-8, 2024. Solving quantum mechanical problems
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## March 10-14, 2025. Solving quantum mechanical problems
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- Introducing the final Hamiltonian for project 1, the Lipkin model
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- Analyzing the solution of eigenvalue problems and the VQE using the Lipkin model
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- Video of lecture at https://youtu.be/mhGUTSQKR04
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesMarch6.pdf
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMarch12.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week8
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## March 11-15-24, 2024. Second quantization and Hamiltonians for quantum computing, discussion of the Lipkin model
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## March 17-21, 2025. Second quantization and Hamiltonians for quantum computing, discussion of the Lipkin model
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- Work on project 1
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week9
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## March 18-22, 2024
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- Summary of project 1
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- Quantum Fourier transforms and preparing for new topics and possible paths for project 2
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- Video of lecture at https://youtu.be/kR-4qqtFyxQ
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesMarch20.pdf
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## March 24-28, 2025
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- Discrete Fourier transforms and fast Fourier transform
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- Quantum Fourier transforms
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMarch26.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week10
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## April 1-5, 2024
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- Discrete Fourier transforms and fast Fourier transform
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- Quantum Fourier transform
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- Video of lecture at https://youtu.be/XxifXp4M2Fk
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril3.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week11
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## April 8-12, 2024
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## March 31-April 4, 2025
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- Quantum Fourier Transforms, algorithm and implementation
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- Quantum phase estimation algorithm
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- Video of lecture at https://youtu.be/dYJIkcd34tc
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril10.pdf
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril2.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week11
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## April 7-11, 2025
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- TBA
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril9.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week12
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## April 15-19, 2024
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- Quantum phase estimation algorithm
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- Video of lecture at https://youtu.be/gNKJ_sBrPuE
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril17.pdf
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## April 21-15, 2025
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- TBA
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- Video of lecture
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- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril23.pdf
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- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week13
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## April 22-26, 2024
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- Discussion of project 2
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- Summary of quantum phase estimation algorithm
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- Discussion of various quantum algorithms, see Hundt sections 6.4-6.6
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- Reading suggestions: Hundt sections 6.4-6.6 and Nielsen and Chuang, sections 5.2-5.3
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- Teaching material via whiteboard notes (typed version available later).
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## April 28-May 2, 2025
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- TBA
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- Video of lecture at https://youtu.be/OZdyky8UYdk
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- Whiteboard notes https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril24.pdf
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- Whiteboard notes https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril24.pdf
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## April 29-May 3, no lecture due to public holiday in Norway
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## May 5-9, 2025
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- TBA
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## May 6-10, 2024
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- Discussion and work on project 2
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## May 13-17, 2024
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- Discussion and work on project 2
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## May 12-16, 2025
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- TBA
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- Summary of course
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## May 20-31, 2024
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- The last two weeks we will mainly work on the final project.

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