User: Guest  Login
Document type:
Masterarbeit
Author(s):
Amr Ibrahim
Title:
Machine Learning Techniques for Simulating Quantum Dynamics
Translated title:
Maschinelles Lernen Methoden zur Simulation von Quantumdynamik
Abstract:
Simulating quantum dynamics is considered to be intractable on a classical computer and the probabilistic properties of nature make it even harder to predict the outcome of a simulation. This thesis investigates the efficacy of machine learning techniques to solve the simulation problem. In this work we investigate various neural network architectures and will attempt to predict the state of a quantum system in the following time step based on the current state. We first examine and visualize m...     »
Supervisor:
Christian B. Mendl
Advisor:
Irene Lopez Gutierrez
Year:
2021
Quarter:
1. Quartal
Year / month:
2021-03
Month:
Mar
Language:
en
University:
Technical University of Munich
Faculty:
Fakultät für Informatik
 BibTeX