Some Theory for the Analysis of Random Fields - With Applications to Geostatistics
Philipp Pluch
TL;DR
This paper develops theoretical tools for analyzing random fields and demonstrates their application in geostatistics, focusing on optimal design and correlation structures.
Contribution
It introduces new theoretical methods for the analysis of random fields with specific applications to geostatistics and optimal design strategies.
Findings
New theoretical framework for random field analysis
Application to geostatistical modeling and design
Insights into correlation structures in spatial data
Abstract
MSc thesis written under the supervision of Dr. J. Pilz (Klagenfurt University) and Dr. W. Mueller (Linz University) during the FWF Project 'Optimal design of correlated random fields'.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSoil Geostatistics and Mapping · Mineral Processing and Grinding · Advanced Multi-Objective Optimization Algorithms