Fractals, statistics and size-scale effects on concrete strength

The size-scale effects on concrete strength are a very important topic in engineering design. In recent years, the scientific community dedicated great efforts in order to gain a precise description of this phenomenon and to highlight the physical mechanisms that lie behind it. Aim of this paper is to review the fundamentals of the fractal approach (Carpinteri, 1994b), which has recently been at the centre of a scientific debate, and to revisit in detail its connections with statistics. The most recurrent criticisms against the fractal interpretation of the size-scale effects will be rejected and theoretical results regarding the link between fractals and statistics will be also confirmed by numerical simulations.

Authors

Publication Details

Published
2026-02-04
DOI
https://doi.org/10.1201/9781003759737-4
Citations
4
Primary Topic
Rock Mechanics and Modeling
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fractals, statistics and size-scale effects on concrete strength

Simone Puzzi, Alberto Carpinteri
4 citations
Rock Mechanics and Modeling
article

Fractals, statistics and size-scale effects on concrete strength

Simone Puzzi, Alberto Carpinteri
article en
4 citations

Abstract

The size-scale effects on concrete strength are a very important topic in engineering design. In recent years, the scientific community dedicated great efforts in order to gain a precise description of this phenomenon and to highlight the physical mechanisms that lie behind it. Aim of this paper is to review the fundamentals of the fractal approach (Carpinteri, 1994b), which has recently been at the centre of a scientific debate, and to revisit in detail its connections with statistics. The most recurrent criticisms against the fractal interpretation of the size-scale effects will be rejected and theoretical results regarding the link between fractals and statistics will be also confirmed by numerical simulations.

Vol. 1
Sustainable cities and communities
Openalex Percentile: Top 99%
Rock Mechanics and Modeling
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.