Benutzer: Gast  Login
Dokumenttyp:
Masterarbeit
Autor(en):
Amr Ibrahim
Titel:
Machine Learning Techniques for Simulating Quantum Dynamics
Übersetzter Titel:
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...     »
Aufgabensteller:
Christian B. Mendl
Betreuer:
Irene Lopez Gutierrez
Jahr:
2021
Quartal:
1. Quartal
Jahr / Monat:
2021-03
Monat:
Mar
Sprache:
en
Hochschule / Universität:
Technical University of Munich
Fakultät:
Fakultät für Informatik
 BibTeX