Fall Semester 2020, Quantum Information Theory
(Math 9100)
Instructor: Dietmar Bisch
Lecture: TuTh, 9:35am-10:50am, online on Zoom. Meeting ID: 969 6447 5678.
Please email Dietmar Bisch for the passcode.
Office: SC 1405, (615) 322-1999
Office hours: Tu 11:00-11:45am on Zoom, meeting ID: 979 0316 0502,
and Th 1:00-1:45pm on Zoom, meeting ID: 939 6879 7682. Waiting room feature
enabled. Please email Dietmar Bisch for the passcode (same passcode for
both office hours). Further office hours by appointment.
Mailbox: SC 1326
Prerequisites:
Linear algebra, real analysis and basic functional analysis. Some
knowledge of quantum mechanics would be helpful, but I will spend
a few lectures reviewing what we need.
Recommended Literature:
There will be no textbook. The following books
contain part of what I plan to cover in the course:
1) Michael Nielsen, Isaac Chuang, Quantum Computation and Quantum
Information, Cambridge University Press, 2011 (first edition: 2000).
2) A. Kitaev, A.H. Shen, M.N. Vyali, Classical and quantum computation
, American Mathematical Society 2002.
3) Zhenghan Wang, Topological Quantum Computation, American Mathematical Society 2010.
4) Mark Wilde, Quantum Information Theory, Cambridge University
Press; 2nd edition (February 6, 2017).
5) Klaas Landsman, Foundations of Quantum Theory: From Classical
Concepts to Operator Algebras, Springer 2017.
6) David J. Griffith, Introduction to Quantum Mechanics, Prentice Hall
1995.
7) Vern Paulsen, Completely Bounded Maps and Operator Algebras,
Cambridge University Press, 2003.
Further references to various (online) LN and research articles will be
given throughout the course. There is a lot available online.
Lectures (8/25/20 to 12/3/20)
Click on the lecture for the pdf. Note: Access to lectures
has been turned off, as the semester has ended. If you would like to see the
lectures, please email the instructor.
Lecture 1, 8/25/20.
Lecture 2, 8/27/20.
Here are links to some viewing/reading related to the material presented in
lecture 2:
Lecture 3, 9/1/20.
Lecture 4, 9/3/20.
Here are links to some viewing/reading related to the material presented in
lecture 4:
Lecture 5, 9/8/20.
Lecture 6, 9/10/20. Here is some further reading menioned during the lecture:
Lecture 7, 9/15/20. Further viewing/reading:
- Bouwmeester, Zeilinger et al, Experimental Quantum Teleportation (Phil. Trans. R. Soc. Lond.A (1998)356, 1733{1737).
- 143 km: Physicists break quantum teleportation distance, Phys.org 2012.
- Herbst, Scheidl, Zeilinger et. al., Teleportation of entanglement over 143 km, PNAS November 17, 2015 112 (46) 14202-14205.
- Quantum teleportation turns 20 (Nature, 2017).
- Quantum teleportation moves into the third dimension (August 2019).
- An article about how to build a CNOT gate using optics (2018).
- Demonstration of controlled-NOT quantum gates ona pair of superconducting quantum bits, Nature Letters 2007.
- Scientists Just Unveiled The First-Ever Photo of Quantum Entanglement (Sciencealert, 2019).
- Light from ancient quasars helps confirm quantum entanglement (MIT News 2018).
- Quantum 'sppokiness' explained (YouTube 2015).
- The Quantum Experiment that Broke Reality (YouTube, POS Digital Studios video 2016).
- Quantum Entanglement and the Great Bohr-Einstein Debate (YouTube, PBS Digital Studios, 2016).
- H.J. Kimble, The Qauntum Internet (2008).
Lecture 8, 9/17/20.
Lecture 9, 9/22/20. Additional reading on slice maps and
purification of states in the context of operator algebras:
- J. Tomiyama, On the tensor products of von Neumann algebras. Pacific J.
Math. 30 (1969), 263–270.
- S. Wassermann, The slice map problem for C∗-algebras. Proc. London Math.
Soc. (3) 32 (1976), no. 3, 537–559.
- R.J. Archbold, C.J.K. Batty, C*-tensor norms and slice maps. J. London
Math. Soc. (2) 22 (1980), no. 1, 127–138.
- J. Kraus, The slice map problem for σ-weakly closed subspaces of von
Neumann algebras. Trans. Amer. Math. Soc. 279 (1983), no. 1, 357–376.
- S.L. Woronowicz, On the purification of factor states.
Comm. Math. Phys. 28 (1972), 221–235.
Lecture 10, 9/24/20. References and additional reading:
- Vern Paulsen, Completely Bounded Maps and Operator Algebras, Cambridge University Press, 2003.
Lecture 11, 9/29/20. References and additional reading:
- A. Peres, Separability criterion for density matrices. Phys. Rev. Lett.
77 (1996), no. 8, 1413–1415.
- M. Horodecki, P. Horodecki, R. Horodecki, Separability of mixed states:
necessary and sufficient conditions, Physics Letters A 223 (1996) 1-8.
- R. Horodecki, P. Horodecki, M. Horodecki, K. Horodecki, Quantum
entanglement. Rev. Modern Phys. 81 (2009), no. 2, 865–942.
- W. Arveson, Maximal vectors in Hilbert space and quantum entanglement,
Journal of Functional Analysis 256 (2009) 1476–1510.
- Michal Horodecki, Pawel Horodecki, Ryszard Horodecki, Separability of n-particle mixed states: necessary and sufficient conditions in terms of linear maps, arXiv:quant-ph/0006071,
Lecture 12, 10/1/20. References and additional reading:
- E. Størmer, Positive linear maps of operator algebras. Acta Math. 110
(1963), 233–278.
- S. Woronowicz, Positive maps of low dimensional matrix algebras. Rep.
Math. Phys. 10 (1976), no. 2, 165–183.
- Guillaume Aubrun, Stanisław J. Szarek, Two proofs of Størmer's theorem, arXiv:1512.03293.
- Stanislaw J. Szarek, Elisabeth Werner, Karol Zyczkowski, Geometry of sets of quantum maps: a generic positive map acting on a high-dimensional system is not completely positive, arXiv:0710.1571.
Lecture 13, 10/6/20. References and additional reading:
- David P. DiVincenzo, Tal Mor, Peter W. Shor, John A. Smolin, Barbara M. Terhal, Unextendible Product Bases, Uncompletable Product Bases and Bound Entanglement, arXiv:quant-ph/9908070.
- Barbara M. Terhal, Michal Horodecki, Debbie W. Leung, David P. DiVincenzo, The entanglement of purification, arXiv:quant-ph/0202044.
- Barbara M. Terhal, Detecting Quantum Entanglement, arXiv:quant-ph/0101032.
- David P. DiVincenzo, Barbara M. Terhal, Product Bases in Quantum Information Theory, arXiv:quant-ph/0008055.
Lecture 14, 10/8/20. References and additional reading:
- Matthew J. Donald, Michal Horodecki, Oliver Rudolph, The Uniqueness Theorem for Entanglement Measures, arXiv:quant-ph/0105017.
- M. A. Nielsen, Conditions for a class of entanglement transformations,
Phys. Rev. Letters 83(2), 436-439, 1999.
Lecture 15, 10/13/20. References and additional reading:
- Exercise on Nielsen's theorem and LOCC.
- William Wootters, Entanglement of Formation of an Arbitrary State of Two Qubits, Phys. Rev. Letters 80 (1998), 2245-2249; arXiv:quant-ph/9709029.
- Plenio, Martin B.; Virmani, Shashank An introduction to entanglement measures. Quantum Inf. Comput. 7 (2007), no. 1-2, 1–51, also arXiv:quant-ph/0504163.
Lecture 16, 10/15/20. References and additional reading:
- Pawel Horodecki, Bound entangled states with not positive partial transposition exist, arXiv:quant-ph/0103091.
- P. Horodecki, R. Horodecki, Distillation and bound entanglement,
Quantum Information and Computation, Vol.1, No.1 (2001), 45-75.
- G. Vidal, W. Dür, J. I. Cirac, Entanglement cost of mixed states, arXiv:quant-ph/0112131.
- Mary Beth Ruskai, LOCC in Operator Algebra Language and the NPT Conjecture, talk at Banff 2010
- Turing Machines, 2018, Stanford Encyclopeida of Philosophy
- What is a Turing machine, University of Cambridge, Dept. of Computer Science and Technology
- YouTube video: Alan Turing, PBS Digital Studios 2017
- L. Grover, A fast quantum mechanical algorithm for database search, arXiv:quant-ph/9605043.
- MIT Technology Review 2017, Quantum Computing Now Has a Powerful Search Tool.
- Entanglement distillation, Wikipedia.
Lecture 17, 10/20/20. References and additional reading:
- Richard Cleve, Artur Ekert, Chiara Macchiavello, Michele Mosca, Quantum Algorithms Revisited, arXiv:quant-ph/9708016. (Deutsch-Jozsa algorithm).
- David Deutsch, Richard Jozsa. Rapid solutions of problems by quantum computation. Proceedings of the Royal Society of London, Series A, vol. 439, pp. 553, 1992.
- Adriano Barenco, Charles H. Bennett, Richard Cleve, David P. DiVin-cenzo, Norman Margolus, Peter Shor, Tycho Sleator, John A. Smolin,and Harald Weinfurter. Elementary gates for quantum computation.Phys. Rev. A, 52:3457–3467, 1995.
Lecture 18, 10/22/20. References and additional reading:
- Euclidean algorithm.
- Dave Bacon, The quantum Fourier transform
- Quantum Fourier transform, Wikipedia
- Lisa Hales, The Quantum Fourier Transform and Extensions of the Abelian Hidden Subgroup Problem.
- Arthur Jaffe, Chunlan Jiang, Zhengwei Liu, Yunxiang Ren, and Jinsong Wu, Quantum Fourier Analysis, arXiv:2002.03477.
- Fast Fourier Transform, Wikipedia.
- The Discrete Fourier Transform, YouTube Video.
- The Fast Fourier Transform, YouTube Video.
- The Fast Fourier Transform, MIT OpenCourseWare.
Lecture 19, 10/27/20. References and additional reading:
Lecture 20, 10/29/20. References and additional reading:
- Shor's algorithm, Wikipedia.
- Peter Shor, Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer (arXiv:quant-ph/9508027).
- Peter Shor, What is Shor's factoring algorithm, YouTube Video.
- Peter Shor, Quantum Money, Talk NASA QFTC 2012, YouTube Video.
- Peter Shor, Interview with Peter Shor, 12th Frontiers of Knowledge Award winner in Basic Sciences, YouTube.
- Peter Shor, Interview with Peter Shor, 12th Frontiers of Knowledge Award winner in Basic Sciences, YouTube.
- Umesh Vazarani (UC Berkeley), Lecture 10, Shor's factoring algorithm, YouTube.
- Umesh Vazarani (UC Berkeley), Quantum factoring: period finding, YouTube.
Lecture 21, 11/3/20. References and additional reading:
Lecture 22, 11/5/20.
Lecture 23, 11/10/20. References and additional reading:
Lecture 24, 11/12/20. References and additional reading:
Lecture 25, 11/17/20. References and additional reading:
Lecture 26, 11/19/20. References and additional reading:
- E. Knill, R. Laflamme,
A Theory of Quantum Error-Correcting Codes, 1996.
- E. Knill, R. Laflamme, A. Ashikhmin, H. Barnum, L. Viola, W.H. Zurek, Introduction to Quantum Error Correction, 2002.
-
Dorit Aharonov, Michael Ben-Or, Fault-Tolerant Quantum Computation with
Constant Error Rate, SIAM J. Comput., 38(4), 1207–1282, 2008.
Lecture 27, 12/1/20. Student project presentation by Michael Montgomery
and Kai Toyasawa (project 8 below on biunitary connections, planar algebras
and quantum error correction).
Lecture 28,12/3/20. Student project presentation by Changying Ding and Dumindu da Silva (project 5 below on Tsirelson's problem and Kirchberg's problem,
and CEP).
Lecture 29,12/3/20. Student project presentation by Julio Caceres and
Yuze Ruan (project 7, introduction to topological quantum computing).
- Julio's Presentation.
- The main reference for Yuze's presentation was the book by Zhenghan Wang,
Topological Quantum Computation, American Mathematical Society 2010.
Additional reading:
- G. Aubran, S. Szarek, Alice and Bob Meet Banach, AMS Math Surveys and Monographs, Volume 223, 2017.
- Paweł Horodecki, Łukasz Rudnicki, Karol Życzkowski, Five open problems in quantum information, arXiv:2002.03233.
- Charles H. Bennett, Andrzej Grudka, Michal Horodecki, Pawel Horodecki, Ryszard Horodecki, Postulates for measures of genuine multipartite correlations, arXiv:0805.3060.
- Michael Horodecki, Peter W. Shor, Mary Beth Ruskai, General Entanglement Breaking Channels, arXiv:quant-ph/0302031.
- M. Keyl, D. Schlingemann, R. F. Werner, Infinitely entangled states,
arXiv:quant-ph/0212014.
- R.F. Werner, Quantum Information Theory - an Invitation, arXiv:quant-ph/0101061.
- S. Khatri, M. M. Wilde,
Principles of Quantum Communication Theory: A Modern Approach
(arXiv:2011.04672).
- Gil Kalai, The Quantum Computing Puzzle, Notices of the AMS, May 2016.
Qiskit: Open-source framework for quantum computing:
Qiskit, Wikipedia page.
Syllabus:
This course will be somewhat unusual due to the general situation with
COVID-19. I plan to give live lectures on Zoom during the scheduled
class time (see above). The pdfs of the lectures, or, alternatively,
the pdfs of my notes for the lecture will be available to students
enrolled in the class (at least that's my intention). Recording of classes
has all kinds of legal ramifications, so I won't allow it, unless you
convince me otherwise (and it is legal). Any student who records a class
without my permission and/or publishes recordings outside the Vanderbilt
ecosystem is guilty of an Honor Code violation. Please note that
Vanderbilt's Honor Code applies to this course.
I will discuss in this course some of the fundamental
aspects of quantum computing and
quantum information theory, that is the theory of information
processing using a quantum physical system.
After a short introduction to quantum mechanics (observables, states,
measurements, density matrices and all that), I plan to discuss the
notion of entanglement of quantum systems. Entanglement is a feature
of quantum mechanics, which does not exist in classical physics
(Einstein called it the ``spooky action at a distance''). It
expresses a correlation of subsystems of a quantum physical system which
appears naturally as soon as the commutative algebras of functions in
classical physics are replaced by non-commutative algebras of
operators (matrices) in quantum physics. If correlated quantum systems
contain ``enough'' entanglement, then they can be used to transmit quantum
information on a classical channel (so-called quantum teleportation).
Mathematically, noncommutative structures described by
operator theory, the theory of operator algebras and
the theory of completely positive maps are at the heart of these
phenomena. I will try to emphasize the connections to operator algebras,
in particular to the theory of von Neumann algebras and subfactor theory,
throughout the course, if applicable.
In the second part of the course I will present the basics of quantum
computation and quantum algorithms. I plan to describe
Peter Shor's famous factoring algorithm, which can be used to factor
integers on a (hypothetical) quantum computer in polynomial time. Shor's
result was quite a surprise since the best known algorithms on a classical
computer to date are exponential in the number of digits of the integer to
be factored. Quantum error correction is another important chapter,
and I hope to be able to cover some of the basic ideas.
If there is time, I will spend the the latter part of the course
on topological quantum computing (TQC). The plan is to explain what
the advantages of a topological quantum computer are, and what the
mathematical approach to TQC entails (modular tensor categories, in
particular).
This course will concentrate on the more theoretical aspects of quantum
computing and quantum information theory. For instance, I will most
likely not discuss the numerous ideas currently on the market for actually
building a quantum computer. Due to Google's recent breakthrough in this
area, I will probably spend some time on it though.
Grading: There will be no exams. The course grade will be based on
attendance and team projects. Details for the projects will be provided
as soon as I have some idea what interests students have. Each team will
work out a presentation of a particular topic related to the subject
of the course and present the project on Zoom during class time. I will
provide guidance on the project, and also on how to use Zoom.
Team Projects: Here are a few suggestions:
1) A presentation of the Bell inequalities. References:
Nielsen/Chuang, chapter 2.6: "EPR and the Bell inequality".
Bell inequalities and entanglement, Reinhard Werner, Michael Wolf.
Bell's Theorem, Bachelor's Thesis of Sven Etienne (supervisor: Klaas Landsman).
2) Universality of quantum gates. Single qubit gates and CNOT are universal.
Hadamard, phase, \pi/8 and CNOT gates are universal. Reference: Nielsen/Chuang,
chapter 4.5 (up to 4.5.5).
3) The Solovay-Kitaev theorem. Reference: Nielsen/Chuang, Appendix 3.
4) Presentation of a quantum error correcting code (exact reference to be
determined).
5) Tsirelon's problem and the Connes embedding problem. References:
N. Ozawa, Tsirelson's problem and asymptotically commuting unitary matrices, arXiv:1211.2712.
W. Slofstra, The set of quantum correlations is not closed, arXiv:1703.08618.
W. Slofstra, Tsirelson's problem and an embedding theorem for groups arising from non-local games, arXiv:1606.03140.
N. Ozawa, About the Connes Embedding Conjecture---Algebraic approaches---, arXiv:1212.1700.
T. Fritz, Tsirelson's problem and Kirchberg's conjecture, arXiv:1008.1168.
V. B. Scholz, R. F. Werner, Tsirelson's Problem, arXiv:0812.4305.
Zhengfeng Ji, Anand Natarajan, Thomas Vidick, John Wright, Henry Yuen, MIP*=RE, arXiv:2001.04383.
Gilles Pisier, Tensor Products of C*-Algebras and Operator Spaces: The Connes-Kirchberg Problem, Cambridge University Press, 2020.
6) A topic pertaining to the study of entanglement measures (to be determined).
7) Topics from topological quantum computing: anyons, Jones braid group
representation, modular tensor categories, topological phases (see Z. Wang's
book above). Here some other references:
V.T. Lahtinen, J.K. Pachos, A Short Introduction to Topological Quantum Computatione
Eric C. Rowell, Zhenghan Wang, Mathematics of Topological Quantum Computing (arxiv 2017) .
B. Field, T. Simula, Introduction to topological quantum computation with non-Abelian anyons
J. K. Pachos, Introduction totopological quantum computation
George Toh, TQC (talk 2017).
Sankar Das Sarma, Michael Freedman, and Chetan Nayak, Topological quantum computation
Graham Collins, Computing with Quantum Knots, Scientific American 2006.
Natalie Wolchover, Physicists Aim to Classify All Possible Phases of Matter, Quanta Magazine 2018.
Colleen Delaney, A categorical perspective on symmetry, topological order, and quantum information, PhD thesis UCSB 2019.
John Preskill's notes for Quantum Computation course at Caltech.
8) Planar algebras and quantum information theory (Reutter's articles can
be found on his web page https://www.davidreutter.com/):
Vijay Kodiyalam, Sruthymurali, V. S. Sunder, Planar algebras,
quantum information theory and subfactors,
David Reutter, Jamie, Vicary, Biunitary constructions in quantum
information. High. Struct. 3 (2019), no. 1, 109–154.
David Reutter, Jamie Vicary, Shaded tangles for the design and v
erification of quantum circuits. Proc. A. 475 (2019), no. 2224, 20180338,
26 pp.
9) A topic from the
Mathematical Picture Language Project (Jaffe, Liu at Harvard & Tsinghua
University)
10) You can suggest a topic yourself, e.g. some of the further reading suggested
during the lectures.