R A N D O M
M A T R I C E S
A N D
N U M B E R
T H E O R Y ,
F a l l
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Lectures: Tuesday and Thursday, 11.30-1pm, in Science Center 101b.
Lecturer: Paul Bourgade, office hours Tuesday 5-6pm, you also can email me (bourgade@math.harvard.edu)
to set up an appointment or just drop by (Science Center 341).
Course assistant: Jeffrey Kuan (jkuan@math.harvard.edu).
Lecture notes available here, weekly updated.
Please let me know about the inaccuracies and typos you will certainly find.
Course description: an introduction to random matrices, emphasizing how related statistics occur in analytic number theory (spacings between large zeros, moments,
low-lying zeros of L-functions).
Prerequisites: probability theory and complex analysis.
Textbooks:
for the random matrices part, a reference is Anderson, Guionnet, Zeitouni, An introduction to random matrices.
For the number theoretic part, a reference is Montgomery, Vaughan, Multiplicative Number Theory I: Classical Theory.
A tentative schedule for this course is:
- Sep. 4. An introduction on the analogies between random spectra and statistics of zeros of L-functions.
- Sep. 6. Eigenvalues density for the Gaussian ensembles.
- Sep. 11. Macroscopic asymptotics: the semicircle law.
- Sep. 13. Determinantal point processes, Gaudin's lemma.
- Sep. 18. Microscopic repulsion of random eigenvalues.
- Sep. 20. Weyl's integration formula for compact groups and microscopic repulsion of random eigenvalues.
- Sep. 25. The Montgomery-Vaughan inequality and the large sieve.
- Sep. 27. The Riemann ζ function: the functional equation, Weil's explicit formula.
- Oct. 2. Microscopic repulsion of the ζ zeros, by Montgomery.
- Oct. 4. Higher order correlations for the ζ zeros, by Rudnick and Sarnak.
- Oct. 9. The Hardy-Littlewood conjectures and consequences.
- Oct. 11. Linear statistics of random eigenvalues from the Gaussian ensembles
- Oct. 16. Linear statistics of random eigenvalues from the compact groups.
- Oct. 18. Selberg's mollification
- Oct. 23. Selberg's central limit theorem
- Oct. 25. Linear statistics of the ζ zeros.
- Oct. 30. Small ζ moments along the critical axis.
- Nov. 1. The characteristic polynomial of random matrices.
- Nov. 6. The ζ moments, by Keating and Snaith.
- Nov. 8. Models for the ζ moments.
- Nov. 13. Central values of L-functions.
- Nov. 15. Low-lying zeros of families of L-functions
- Nov. 20. A family of symplectic type: Dirichlet L-functions associated to real, quadratic characters.
- Nov. 27. A family of orthogonal type: elliptic curve L-functions.
- Nov. 29. Statistics of zeros for L-functions of curves over finite fields, by Katz and Sarnak, I
- Dec. 4. Statistics of zeros for L-functions of curves over finite fields, by Katz and Sarnak II