Matrix Product State Simulations of Spin Chains at Finite Temperatures using State Purification

Matrix Product State Simulations of Spin Chains at Finite Temperatures using State Purification

Ates, Matthijs (TU Delft Technology, Policy and Management; TU Delft Applied Sciences)

Thijssen, J.M. (mentor)
Budko, N.V. (mentor)
Otte, A.F. (mentor)
Dubbeldam, J.L.A. (mentor)

Delft University of Technology

Applied Mathematics | Applied Physics

2022-10-13

The aim of this thesis is to simulate quantum spin chains at a finite temperature. This has been achieved by using purification to write the incoherent thermal states of the spin chain as pure states, after which the matrix product state (MPS) formalism to simulate the spin chain. The influence of temperature on the spin chain has been tested by comparing chain magnetization to the strength of the external magnetic field at different temperatures. Real time evolution has also been applied under the assumption that the time evolution is adiabatic. The results have been compared to the analytical solution found by directly calculating the density matrix. The model is very accurate for imaginary time evolution, which is required to evolve the system to the desired temperature. During real time evolution the results oscillate slightly around the analytical solution, which remains constant. This oscillation is a consequence of model truncation and the Suzuki-Trotter approximation. The effect of allocating more numerical resources to limit this phenomenon is explored, and a method to increase reachable timescales by decreasing entanglement growth in the chain over time is tested and verified.

spin chains
Matrix Product States
state purification
MPS
TEBD
finite temperatures

http://resolver.tudelft.nl/uuid:a204bc58-d73c-437e-8eb5-4e375e3a075d

Student theses

bachelor thesis

© 2022 Matthijs Ates