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Observing the crack tip behaviour at the nanoscale during fracture of ceramics

Materials Science · Submitted 19 Jul 2024

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim Our analysis demonstrates how phase transformation toughening, previously thought to be effective at the microscale and above, promotes crack deflection at the nano-level and increases the fracture resistance by ~50%.

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arXiv ID2407.14283 (version 1)
Pith IDZZR6HTHS, Pith's permanent record of this paper and its review
CitationEduardo Saiz, Finn Giuliani, Katharina Marquardt, Max Emmanuel, Oriol Gavalda-Diaz. "Observing the crack tip behaviour at the nanoscale during fracture of ceramics." arXiv:2407.14283 (2024). https://pith.science/paper/ZZR6HTHS
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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,484 input tokens.

What the abstract itself states, as probabilities: claims first 0.08 · states limitation 0.16 · human participants 0.02 · controlled comparison 0.10 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.57 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

Ultimately, brittle fracture involves breaking atomic bonds. However, we still lack a clear picture of what happens in the highly deformed region around a moving crack tip. Consequently, we still cannot link nano to atomic-scale phenomena with the macroscopic toughness of materials. The unsolved challenge is to observe the movement of the crack front at the nanoscale while extracting quantitative information. Here we address this challenge by monitoring stable crack growth inside a TEM. Our analysis demonstrates how phase transformation toughening, previously thought to be effective at the microscale and above, promotes crack deflection at the nano-level and increases the fracture resistance by ~50%. The work will help to connect the atomistic and continuous view of fracture in a way that can guide the design of the next generation of strong and tough materials demanded by technologies as diverse as healthcare, energy generation or transport.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Ultimately, brittle fracture involves breaking atomic bonds. background 1.00 0.05 0.02 asserted 1.00
s1 However, we still lack a clear picture of what happens in the highly deformed region around a moving crack tip. gap 0.99 0.11 0.02 asserted 0.95
s2 Consequently, we still cannot link nano to atomic-scale phenomena with the macroscopic toughness of materials. gap 0.97 0.08 0.02 asserted 0.99
s3 The unsolved challenge is to observe the movement of the crack front at the nanoscale while extracting quantitative information. gap 0.99 0.05 0.03 asserted 0.99
s4 Here we address this challenge by monitoring stable crack growth inside a TEM. method 0.53 0.95 0.04 asserted 0.96
s5 Our analysis demonstrates how phase transformation toughening, previously thought to be effective at the microscale and above, promotes crack deflection at the nano-level and increases the fracture resistance by ~50%. result 0.99 0.93 0.89 asserted 1.00
s6 The work will help to connect the atomistic and continuous view of fracture in a way that can guide the design of the next generation of strong and tough materials demanded by technologies as diverse as healthcare, energy generation or transport. interpretation 0.77 0.25 0.13 hedged possibility 0.62

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 1.00.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Ultimately, brittle fracture involves breaking atomic bonds. However, we still lack a clear picture of what happens in the highly deformed region around a moving crack tip. Consequently, we still cannot link nano to atomic-scale phenomena with the macroscopic toughness of materials. The unsolved challenge is to observe the movement of the crack front at the nanoscale while extracting quantitative information. Here we address this challenge by monitoring stable crack growth inside a TEM. Our analysis demonstrates how phase transformation toughening, previously thought to be effective at the microscale and above, promotes crack deflection at the nano-level and increases the fracture resistance by ~50%. The work will help to connect the atomistic and continuous view of fracture in a way that can guide the design of the next generation of strong and tough materials demanded by technologies as diverse as healthcare, energy generation or transport.

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