Development of stochastic models for fracture systems

Hierarchical geometric-mechanical models attempt to capture the relations between the geometry of rock fracture systems and the underlying geologic mechanisms of fracturing. The two-dimensional enhanced hierarchical model can represent complex fracture trace patterns. Since two-dimensional representations of fracture patterns are insufficient for many applications, a three-dimensional hierarchical model is being developed. The model generates hierarchically related sets of fractures using a sequence of three stochastic processes: Poisson plane process, Poisson line process, and a combined translation-rotation process. The modeling that is presented in this paper is still geometric but relations to the underlying mechanisms are discussed as well.

Authors

Institutions

Publication Details

Published
2026-02-18
DOI
https://doi.org/10.1201/9781003761365-129
Citations
9
Primary Topic
Hydraulic Fracturing and Reservoir Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development of stochastic models for fracture systems

Violeta Ivanova, Daniele Veneziano, Herbert H. Einstein, Xiaomeng Yu
9 citations
Hydraulic Fracturing and Reservoir Analysis
article

Development of stochastic models for fracture systems

Violeta Ivanova, Daniele Veneziano, Herbert H. Einstein, Xiaomeng Yu
article en
9 citations

Abstract

Hierarchical geometric-mechanical models attempt to capture the relations between the geometry of rock fracture systems and the underlying geologic mechanisms of fracturing. The two-dimensional enhanced hierarchical model can represent complex fracture trace patterns. Since two-dimensional representations of fracture patterns are insufficient for many applications, a three-dimensional hierarchical model is being developed. The model generates hierarchically related sets of fractures using a sequence of three stochastic processes: Poisson plane process, Poisson line process, and a combined translation-rotation process. The modeling that is presented in this paper is still geometric but relations to the underlying mechanisms are discussed as well.

Massachusetts Institute of Technology (US)
Openalex Percentile: Top 98%
Hydraulic Fracturing and Reservoir Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.