Simulation of binary random fields: application to random media

Phaedon-Stelios Koutsourelakis; George Deodatis

Simulation of binary random fields: application to random media

Phaedon-Stelios Koutsourelakis, George Deodatis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Binary random fields, which represent a particular class of non-Gaussian fields with discrete cumulative distribution and discontinuous samples, can be used to model two-phase random media. This allows the generation of realizations of two-phase random media by simulating the binary random fields. The method proposed for that purpose in this paper is based on a nonlinear transformation with memory of Gaussian random fields. It retains the advantages and extends the applicability of memoryless transformations that have been used in the past for the same reason.

Original language	English
Title of host publication	Applications of Statistics and Probability in Civil Engineering
Subtitle of host publication	Proceedings of the 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, California, USA, July 6-9, 2003
Editors	Armen Der Kiureghian, Samer Madanat, Juan Manuel Pestana-Nascimento
Publisher	Millpress
Pages	337-343
Number of pages	7
ISBN (Print)	90-5966-004-8, 9789059660045
Publication status	Published - 2003
Event	9th International Conference on Applications of Statistics and Probability in Civil Engineering - San Francisco, United States Duration: 6 Jul 2003 → 9 Jul 2003

Conference

Conference	9th International Conference on Applications of Statistics and Probability in Civil Engineering
Country/Territory	United States
City	San Francisco
Period	6/07/03 → 9/07/03

Keywords

RECONSTRUCTING RANDOM-MEDIA

Cite this

Koutsourelakis, P.-S., & Deodatis, G. (2003). Simulation of binary random fields: application to random media. In A. Der Kiureghian, S. Madanat, & J. M. Pestana-Nascimento (Eds.), Applications of Statistics and Probability in Civil Engineering: Proceedings of the 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, California, USA, July 6-9, 2003 (pp. 337-343). Millpress.

Koutsourelakis, Phaedon-Stelios ; Deodatis, George. / Simulation of binary random fields: application to random media. Applications of Statistics and Probability in Civil Engineering: Proceedings of the 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, California, USA, July 6-9, 2003. editor / Armen Der Kiureghian ; Samer Madanat ; Juan Manuel Pestana-Nascimento. Millpress, 2003. pp. 337-343

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title = "Simulation of binary random fields: application to random media",

abstract = "Binary random fields, which represent a particular class of non-Gaussian fields with discrete cumulative distribution and discontinuous samples, can be used to model two-phase random media. This allows the generation of realizations of two-phase random media by simulating the binary random fields. The method proposed for that purpose in this paper is based on a nonlinear transformation with memory of Gaussian random fields. It retains the advantages and extends the applicability of memoryless transformations that have been used in the past for the same reason.",

keywords = "RECONSTRUCTING RANDOM-MEDIA",

author = "Phaedon-Stelios Koutsourelakis and George Deodatis",

year = "2003",

language = "English",

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pages = "337--343",

editor = "{Der Kiureghian}, Armen and Samer Madanat and Pestana-Nascimento, {Juan Manuel}",

booktitle = "Applications of Statistics and Probability in Civil Engineering",

publisher = "Millpress",

note = "9th International Conference on Applications of Statistics and Probability in Civil Engineering ; Conference date: 06-07-2003 Through 09-07-2003",

}

Koutsourelakis, P-S & Deodatis, G 2003, Simulation of binary random fields: application to random media. in A Der Kiureghian, S Madanat & JM Pestana-Nascimento (eds), Applications of Statistics and Probability in Civil Engineering: Proceedings of the 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, California, USA, July 6-9, 2003. Millpress, pp. 337-343, 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, United States, 6/07/03.

Simulation of binary random fields: application to random media. / Koutsourelakis, Phaedon-Stelios; Deodatis, George.
Applications of Statistics and Probability in Civil Engineering: Proceedings of the 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, California, USA, July 6-9, 2003. ed. / Armen Der Kiureghian; Samer Madanat; Juan Manuel Pestana-Nascimento. Millpress, 2003. p. 337-343.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Simulation of binary random fields: application to random media

AU - Koutsourelakis, Phaedon-Stelios

AU - Deodatis, George

PY - 2003

Y1 - 2003

N2 - Binary random fields, which represent a particular class of non-Gaussian fields with discrete cumulative distribution and discontinuous samples, can be used to model two-phase random media. This allows the generation of realizations of two-phase random media by simulating the binary random fields. The method proposed for that purpose in this paper is based on a nonlinear transformation with memory of Gaussian random fields. It retains the advantages and extends the applicability of memoryless transformations that have been used in the past for the same reason.

AB - Binary random fields, which represent a particular class of non-Gaussian fields with discrete cumulative distribution and discontinuous samples, can be used to model two-phase random media. This allows the generation of realizations of two-phase random media by simulating the binary random fields. The method proposed for that purpose in this paper is based on a nonlinear transformation with memory of Gaussian random fields. It retains the advantages and extends the applicability of memoryless transformations that have been used in the past for the same reason.

KW - RECONSTRUCTING RANDOM-MEDIA

M3 - Conference contribution

SN - 90-5966-004-8

SN - 9789059660045

SP - 337

EP - 343

BT - Applications of Statistics and Probability in Civil Engineering

A2 - Der Kiureghian, Armen

A2 - Madanat, Samer

A2 - Pestana-Nascimento, Juan Manuel

PB - Millpress

T2 - 9th International Conference on Applications of Statistics and Probability in Civil Engineering

Y2 - 6 July 2003 through 9 July 2003

ER -

Koutsourelakis PS, Deodatis G. Simulation of binary random fields: application to random media. In Der Kiureghian A, Madanat S, Pestana-Nascimento JM, editors, Applications of Statistics and Probability in Civil Engineering: Proceedings of the 9th International Conference on Applications of Statistics and Probability in Civil Engineering, San Francisco, California, USA, July 6-9, 2003. Millpress. 2003. p. 337-343

Simulation of binary random fields: application to random media

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Keywords

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