Uploaded June 2026 | Updated September 2026, 3 weeks ago
A classical problem in quantum mechanics involves computing the spectrum of a Schrödinger-type differential operator. One can, for example, find the asymptotic expansions of the eigenvalues using the WKB method. Another approach, due to Sjöstrand, obtains such expansions directly from the operator, using its quantum normal form. We provide a geometric interpretation for this normal form, encoding it as a section of a vector bundle associated with the quantization of a complex integrable system. We also propose a number of conditions that allow us to determine this section uniquely.
This is joint work with Maxim Kontsevich.
Alexander Soibelman (IHES)
===
Find this and many more scientific videos on carmin.tv - a French video platform for mathematics and their interactions with other sciences offering extra functionalities tailored to meet the needs of the research community.
===
A classical problem in quantum mechanics involves computing the spectrum of a Schrödinger-type differential operator. One can, for example, find the asymptotic expansions of the eigenvalues using the WKB method. Another approach, due to Sjöstrand, obtains such expansions directly from the operator, using its quantum normal form. We provide a geometric interpretation for this normal form, encoding it as a section of a vector bundle associated with the quantization of a complex integrable system. We also propose a number of conditions that allow us to determine this section uniquely.
This is joint work with Maxim Kontsevich.
Alexander Soibelman (IHES)
===
Find this and many more scientific videos on carmin.tv - a French video platform for mathematics and their interactions with other sciences offering extra functionalities tailored to meet the needs of the research community.
===




![Oleg Kaikov - Quantum Error Mitigation Driven by Classical Simulations and Evolution Equations
Analytical and classical numerical approaches can fail for significant regimes of certain physical systems, see, e.g., the sign problem in lattice Quantum Chromodynamics. Quantum computing presents a viable framework to perform calculations in such regimes. However, current quantum hardware is affected by noise, requiring quantum error mitigation (QEM). We present two QEM techniques: First, QEM driven by data obtained in classical simulations. This approach involves learning the properties of the quantum noise in a regime accessible by both noisy quantum and classical devices, and then using this for error mitigation in a regime accessible only by noisy quantum devices. Second, QEM driven by analytically computed evolution equations. This approach leverages the fact that the observables within the simulation of an evolved quantum system obey a system of coupled evolution equations. Using an appropriate subset of these equations allows to mitigate errors in the measurements obtained on noisy quantum hardware. We demonstrate the two QEM techniques on the example of the lattice Schwinger model with a topological θ term.
Based on joint work with Theo Saporiti, Vasily Sazonov, and Mohamed Tamaazousti: [Phys. Rev. A 111 (2025) 6, 062202], [arXiv:2507.06601 (2025)] and [Phys. Rev. A 112 (2025) 3, 032409], work in progress, respectively.
Oleg Kaikov (Université Paris-Saclay, CEA-List)
Find this and many more scientific videos on https://www.carmin.tv/ - a French video platform for mathematics and their interactions with other sciences offering extra functionalities tailored to meet the needs of the research community. Oleg Kaikov - Quantum Error Mitigation Driven by Classical Simulations and Evolution Equations](https://i.ytimg.com/vi/ia8XkIl7hKA/mqdefault.jpg)





