Introductory Course to Tensor Networks

Introduction to the Many-body problem

25 Sept 2023, 09:30

1h 30m

CESGA - Sala de Seminarios

Speaker

LUCA TAGLIACOZZO (IFF-CSIC)

Description

1. Introduction to the many-body problem (1.5 hours)
   1.1. Tensor Networks
   1.1.0 Motivation
   1.1.1 Why to use tensor networks

2. 1. Building block
      1.2.0 Vectors matrices tensors and their contractions in Penrose notation
      1.2.1 Tensor contractions, vector norms matrix vector multiplaction, generalization
3. 1. The idea of data compression
      1.3.0 Counting strings of bits
      1.3.1 Counting strings of bits with constraints
      1.3.2 From strings of bits to probability distributions of classical spins