ODT - THESIS TOPIC: László Zentai: Design of a Dynamic ...


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Thesis topic proposal

Design of a Dynamic Model for Simulating the Spatial Impact of Highly Variable Phenomena Using GIS and Artificial Neural Networks

THESIS TOPIC PROPOSAL

Institute: Eötvös Loránd University, Budapest
earth sciences
Doctoral School of Earth Sciences

Thesis supervisor: László Zentai
Location of studies (in Hungarian): ELTE Faculty of Informatics, Institute of Cartography and Geoinformatics
Abbreviation of location of studies: ELTE

Description of the research topic:

The objective of this research is to develop a GIS-based modeling framework utilizing Artifical Neural Networks (ANN) to dynamically simulate how the spatial extent and intensity of impacts from highly variable natural and human-driven phenomena unfold across landscapes over time. The framework would integrate key spatial factors as inputs to ANNs trained on historical event data in order to generate future predictions of spatial impact patterns under varying scenarios.

Required language skills: English
Number of students who can be accepted: 1

Deadline for application: 2024-05-31

2024. IV. 17.
ODT ülés
Az ODT következő ülésére 2024. június 14-én, pénteken 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).