Shape of the Ductile‐to‐Brittle Transition in the Whole Regime: An Experimental Review

ABSTRACT Ferritic and ferritic/martensitic steels exhibit a ductile‐to‐brittle transition (DBT) whose large scatter in cleavage toughness makes structural integrity assessment statistical. This review focuses on the experimental, data‐driven and event‐based evidence bearing on the probabilistic description of transition toughness, and on the shape of the toughness–temperature curve; the extensive numerical constraint‐modelling literature is deferred to a companion review. Treating the transition micromechanism critically, we show that the weakest‐link Master Curve survives recent fractographic findings, and that the Weibull exponent is derived from small‐scale‐yielding crack‐tip scaling and confirmed experimentally, not assumed. Using model‐free machine‐learning analyses of raw toughness data, we argue that the exponential Master Curve and the saturating Unified Curve differ decisively only beyond the transition window, that saturation is real rather than imposed, and that prior ductile crack growth is the deciding variable. Constraint, active volume, loading rate, and warm pre‐stressing are reviewed accordingly.

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Publication Details

Journal
Fatigue & Fracture of Engineering Materials & Structures
Published
2026-10-28
DOI
https://doi.org/10.1111/ffe.70506
Primary Topic
Fatigue and fracture mechanics
Type
article
Field-Weighted Citation Impact
0.00

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article

Shape of the Ductile‐to‐Brittle Transition in the Whole Regime: An Experimental Review

Abhishek Tiwari, Ram Niwas Singh, Rohit Upadhayaya
2 links
Fatigue & Fracture of Engineering Materials & Structures
Fatigue and fracture mechanics
article

Shape of the Ductile‐to‐Brittle Transition in the Whole Regime: An Experimental Review

Abhishek Tiwari, Ram Niwas Singh, Rohit Upadhayaya
article en

Abstract

ABSTRACT Ferritic and ferritic/martensitic steels exhibit a ductile‐to‐brittle transition (DBT) whose large scatter in cleavage toughness makes structural integrity assessment statistical. This review focuses on the experimental, data‐driven and event‐based evidence bearing on the probabilistic description of transition toughness, and on the shape of the toughness–temperature curve; the extensive numerical constraint‐modelling literature is deferred to a companion review. Treating the transition micromechanism critically, we show that the weakest‐link Master Curve survives recent fractographic findings, and that the Weibull exponent is derived from small‐scale‐yielding crack‐tip scaling and confirmed experimentally, not assumed. Using model‐free machine‐learning analyses of raw toughness data, we argue that the exponential Master Curve and the saturating Unified Curve differ decisively only beyond the transition window, that saturation is real rather than imposed, and that prior ductile crack growth is the deciding variable. Constraint, active volume, loading rate, and warm pre‐stressing are reviewed accordingly.

Fatigue & Fracture of Engineering Materials & Structures
Indian Institute of Technology Ropar (IN), Bhabha Atomic Research Centre (IN)
Indian Institute of Technology Ropar
Openalex Percentile: Top 24%
Fatigue and fracture mechanics
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