The simulation and analysis of high-dimensional quantum systems on classical computers often face unsurpassable challenges due to the curse of dimensionality. This workshop demonstrates the power of tensor decompositions in solving high-dimensional quantum systems on classical computers. We show how tensor-based solvers compute solutions for master and Schrödinger equations, simulate quantum circuits using tensor-train format, and apply tensorized data-driven methods in machine learning.

The event consists of a three-day summer school with tutorials on tensor methods for quantum systems, followed by a two-day research workshop featuring presentations on the latest advancements.

Participants gain comprehensive understanding and practical skills to tackle high-dimensional problems in various domains. Additionally, they will have the opportunity to learn about latest research findings, explore new ideas and approaches, and network with fellow researchers.

The workshop will take place from June 3 to June 7, 2024 at the Zuse Institute Berlin.

We look forward to seeing you at the workshop!

Organizers:


This workshop is part of the Thematic Einstein Semester organized within the framework of the Berlin Mathematics Research Center MATH+ and supported by the Einstein Foundation Berlin.