Update README.md

Author: mhjensen

README.md

@@ -29,7 +29,7 @@ themes can be covered:
 -Permanent Zoom link for the whole semester is https://uio.zoom.us/my/mortenhj
 
 
-## January 20-24, 2025. Overview of first week, Basic Notions of Quantum Mechanics
+## January 19-23, 2026. Overview of first week, Basic Notions of Quantum Mechanics
 - Definitions, Linear Algebra reminder, Hilbert Space, Operators on Hilbert Spaces, Composite Systems
   - Definitions
   - Mathematical notation, Hilbert spaces and operators
@@ -39,118 +39,118 @@ themes can be covered:
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week1
   - _Reading recommendation_: Scherer chapter 2 
 
-## January 27 - January 31, 2025. Composite Systems and Tensor Products
+## January 26 - January 30, 2026. Composite Systems and Tensor Products
   - Spectral decomposition and measurements
   - Density matrices
   - Entanglement, pure and mixed states
 v- Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week2  
   - _Reading recommendation_: Scherer chapter 2 and sections 3.1-3.3. Hundt, Quantum Computing for Programmers, chapter 2.1-2.5. Hundt's text is relevant for the programming part where we build from scratch the ingredients we will need.
   - Video of lecture at https://youtu.be/T7l-rciM0N0
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesJanuary29.pdf 
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesJanuary29.pdf 
 
-## February 3-7, 2025. Density matrices and Measurements
+## February 2-6, 2026. Density matrices and Measurements
   - Discussion of gates and project 1
   - Quantum gates and circuits
   - Developing our own codes for Bell states and comparing with qiskit
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week3  
 
-## February 10-14, 2025. Entanglement and entropies
+## February 9-13, 2026. Entanglement and entropies
   - Reminder from last week on gates and circuits
   - One-qubit and two-qubit gates, background and realizations
   - Simple Hamiltonian systems
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week4  
   - _Reading recommendation_: 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.
   - Video of lecture at https://youtu.be/UcfOVvFyw2E
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary12.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesFebruary12.pdf
 
 
-## February 17-21, 2025.
+## February 16-20, 2026.
   - Entanglement and Schmidt decomposition 
   - Entropy as a measurement of entanglement
   - Simple one-qubit and two-qubit Hamiltonians
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week5  
   - _Reading recommendation_: For the discussion of one-qubit, two-qubit and other gates, sections 2.6-2.11, 3.1-3.4 and 6.11.1-.6.11.3 of Hundt's book Quantum Computing for Programmers, contain most of the relevant information.
 - Video of lecture at https://youtu.be/caR8AQM6Rwo
-- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary19.pdf
+- Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesFebruary19.pdf
 
-## February 24-28, 2025. Quantum gates and circuits and Quantum Fourier Transform and Hamiltonians
+## February 23-27, 2026. Quantum gates and circuits and Quantum Fourier Transform and Hamiltonians
   - Quantum gates and operations and simple quantum algorithms
   - Discussion of the VQE algorithm and discussions of project 1
   - Video of lecture at https://youtu.be/13JyMS50beg/
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesFebruary26.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesFebruary26.pdf
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week6
 
-##  March 3-7, 2025. Algorithms for solving quantum mechanical problems.
+##  March 2-6, 2026. Algorithms for solving quantum mechanical problems.
   - VQE and adaptive VQE, Variational Quantum Eigensolver and discussion of codes
   - Simulations of  of Hamiltonians, focus on the one- and two-qubit Hamiltonians
   - Start discussions of Lipkin model
   - Video of lecture at https://youtu.be/jGtcEc85VbE
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMarch5.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesMarch5.pdf
 
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week7
 
 
-##  March 10-14, 2025. Solving quantum mechanical problems
+##  March 9-13, 2026. Solving quantum mechanical problems
   - Lipkin model and VQE
   - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week8
   - Video of lecture at https://youtu.be/hdUnJcJGigw
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMarch12.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesMarch12.pdf
 
 
-## March 17-21, 2025. Discussions of project 1 and work on the VQE
+## March 16-20, 2026. Discussions of project 1 and work on the VQE
   - Lipkin model and VQE
   - Discussion of project 1 and work on finalizing project
 - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week9
 
-## March 24-28, 2025
+## March 23-27, 2026
   - Quantum Fourier Transforms, algorithm and implementation
   - Quantum phase estimation algorithm
   - Video of lecture at https://youtu.be/UHqBk1eQT6E
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMarch26.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesMarch26.pdf
   - Teaching material in different formats at https://github.com/CompPhysics/QuantumComputingMachineLearning/tree/gh-pages/doc/pub/week10
 
 
-## March 31-April 4, 2025
+## March 30-April 3, 2026
   - Discrete Fourier transforms (DFTs, reminder from last week) ) and the fast Fourier Transform (FFT)
   - Quantum Fourier transforms (QFTs), reminder from last week
   - Setting up circuits for QFTs
   - Reading recommendation Hundt, Quantum Computing for Programmers, sections 6.1-6.4 on QFT and QPE.
 
-## April 7-11, 2025
+## April 7-11, 2026
   - Setting up circuits for QFTs
   - Quantum phase estimation algorithm (QPE)
   - Reading recommendation Hundt, Quantum Computing for Programmers, sections 6.1-6.4 on QFT and QPE.
   - Video of lecture at https://youtu.be/3myI1qFLVN8
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril7.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesApril7.pdf
 
-## April 14-18, 2025, Public holidays in Norway no classes
+## April 14-18, 2026, Public holidays in Norway no classes
 
-## April 21-15, 2025 Quantum Machine Learning
+## April 21-15, 2026 Quantum Machine Learning
   - Basics of quantum machine learning and discussion of support vector machines
   - Video of lecture at https://youtu.be/C36Kg4eaO7A
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril23.pdf  
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesApril23.pdf  
 
-## April 28-May 2, 2025 Quantum machine learning
+## April 28-May 2, 2026 Quantum machine learning
   - Classical Support Vector Machines, reminder from last week
   - Classical Kernels and transition to Quantum Kernels
   - Quantum Support Vector Machines
   - Video of lecture at https://youtu.be/L-c4EBMinwM
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril30.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesApril30.pdf
 
 
-## May 5-9, 2025 Quantum Machine Learning
+## May 5-9, 2026 Quantum Machine Learning
   - Quantum support vector machines, theory and code examples
   - Quantum neural networks, theory and code examples
   - Video of lecture, first part at https://youtu.be/L9kvkEW1ZgQ
   - Video of lecture, second part with discussion of codes at https://youtu.be/73V0LipuHac
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMay7.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesMay7.pdf
 
-## May 12-16, 2025
+## May 12-16, 2026
   - Quantum neural networks, theory and code examples, contn from last week
   - Quantum and classical Boltzmann machines
   - Video of lecture at https://youtu.be/icHV-pgq6uQ
-  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesMay14.pdf
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2026/NotesMay14.pdf
 
 
-## May 19-23, 2025
+## May 19-23, 2026
   - Discussion of project 2