Course by I. V. Ermakov "Modern computational approaches in many-body problems of quantum mechanics" February 13–May 28, 2024, Steklov Mathematical Institute, Room 530 (8 Gubkina)
We kindly ask all participants, including remote ones and those watching recorded videos, to register at this link.
The question of computability is at the center of most modern problems of
multi-particle quantum mechanics. The key question here is: "What can we learn
about the system using a classical or quantum computer?" In this course, we will try
to understand how much information we can obtain, having access only to the
computing power of a regular laptop. During the course, we will consider a number
of routine questions that constantly arise in modern problems of multi-particle
quantum physics.
In particular, we will learn to effectively use exact diagonalization and
integrability for analyzing properties of a multi-particle system, estimate the
computational complexity of arising tasks, use spectral statistics and random matrix
theory, as well as apply the quasi-classical approximation for quantum dynamics. We
will also study classical and modern results in this field. Lectures will be conducted
in the format of theory presentation, followed by the analysis of a specific problem
from start to finish. Upon completion of the course, participants will receive a set of
tools for continuing independent research. The course is designed for students
starting from the 2nd year and above.
Preliminary program
1. Introduction.
1.1 Basic concepts. (Schrodinger's equation, qubit, basis, quantum computations,
quantum simulations, quasi-classical approximation. Various models of multi-particle
physics).
1.2 Computational complexity of multi-particle problems.
1.3 The problem of instability of quasi-classical solutions.
2. Low-dimensional systems.
2.1 Two-level systems (Bose-Hubbard dimer, Tavis-Cummings model).
2.2 Coherent states, collapses and revivals.
2.3 Algebraic Bethe ansatz.
2.4* Dynamical Bethe equations.
3. Multi-particle systems.
3.1 Examples of multi-particle systems (spin chains, interacting electrons).
3.2 Exact diagonalization, use of symmetries (translation invariance, reflection, etc.).
3.3 Application of random matrix theory, spectral statistics, $〈r〉$-value, Wigner-Dyson
statistics, Poisson statistics.
3.4 Thouless time, entropy growth.
3.5 Density of states, Gibbs ensemble, generalized Gibbs ensemble, average force.
3.6 Quantum typicality.
3.7 Quantum integrability and dynamic integrability. Onsager's algebra and closed
hierarchy of Heisenberg equations. Different representations of Onsager's algebra.
4. Quasiclassical approximation.
4.1 Quasiclassical equations of motion, their instability, KAM theorem, Poincare
section.
4.2 Lyapunov spectrum, dependence of Lyapunov exponent on initial conditions.
5. Thermalization and its violations.
5.1 Classical chaotic billiards and quantum scars.
5.2 Quantum multi-particle scars. Onsager's scars.
5.3 Eigenstate Thermalization Hypothesis, Gauge adiabatic potential, Quantum
butterfly effect.
Lecturer
Ermakov Igor Vladimirovich
Financial support
The course is supported by the Ministry of Science and Higher Education of the Russian Federation (the grant to the Steklov International Mathematical Center, Agreement no. 075-15-2022-265).
Institutions
Steklov Mathematical Institute of Russian Academy of Sciences, Moscow Steklov International Mathematical Center |
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Course by I. V. Ermakov "Modern computational approaches in many-body problems of quantum mechanics", February 13–May 28, 2024 |
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May 30, 2024 (Thu) |
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Lecture 13. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov May 30, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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May 21, 2024 (Tue) |
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Lecture 12. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov May 21, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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May 14, 2024 (Tue) |
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Lecture 11. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov May 14, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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May 7, 2024 (Tue) |
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Lecture 10. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov May 7, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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May 2, 2024 (Thu) |
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Lecture 9. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov May 2, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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April 15, 2024 (Mon) |
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Lecture 8. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov April 15, 2024 15:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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April 2, 2024 (Tue) |
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Lecture 7. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov April 2, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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March 19, 2024 (Tue) |
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Lecture 6. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov March 19, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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March 12, 2024 (Tue) |
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Lecture 5. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov March 12, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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March 5, 2024 (Tue) |
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Lecture 4. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov March 5, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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February 27, 2024 (Tue) |
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Lecture 3. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov February 27, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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February 20, 2024 (Tue) |
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Lecture 2. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov February 20, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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February 13, 2024 (Tue) |
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Lecture 1. Modern computational approaches in many-body problems of quantum mechanics I. V. Ermakov February 13, 2024 18:00, Steklov Mathematical Institute, Room 530 (8 Gubkina)
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