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Record W4417302505 · doi:10.1016/j.jmrt.2025.12.134

Influence of build orientation and thermal treatment on the fracture toughness of LPBF-manufactured 18Ni300 maraging steel

2025· article· en· W4417302505 on OpenAlexfundno aff
Bruno Caetano dos Santos Silva, Luã Fonseca Seixas, Bruna Callegari, Rodolfo Lisboa Batalha, L. Reis, Andersan dos Santos Paula, Leonardo Barbosa Godefroid, Gilmar Ferreira Batalha, Rodrigo Santiago Coelho

Bibliographic record

VenueJournal of Materials Research and Technology · 2025
Typearticle
Languageen
FieldEngineering
TopicAdditive Manufacturing Materials and Processes
Canadian institutionsnot available
FundersInstitut de la statistique du Québec
KeywordsFracture toughnessMicrostructureDuctility (Earth science)Fracture (geology)Maraging steelFracture mechanicsToughnessFractography

Abstract

fetched live from OpenAlex

This study investigates the fracture behavior of 18Ni300 maraging steel manufactured via LPBF, comparing specimens on as-built condition and solubilization and aging treated. Specimens were fabricated in vertical and horizontal orientations, and fracture toughness was assessed using the crack tip opening displacement (CTOD) method. Comprehensive microstructural characterization was performed to evaluate microstructure, and fracture surface features. Results revealed anisotropic fracture behavior in the as-built condition, attributed to misalignment of the crack propagation paths with the melt pool boundaries. In contrast, heat-treated specimens exhibited a reduction in ductility and fracture toughness (CTOD values decreasing by up to 97 %), which was attributed to microstructure coarsening and martensite stabilization. Fractographic examination revealed a transition from ductile failure (characterized by plastic deformation and dimple coalescence) in the as-built condition to brittle features after thermal treatment. These findings reveal that fracture mechanisms in LPBF 18Ni300 are highly sensitive to microstructural features, which are governed by build orientation and heat treatment. This study reinforces the applicability of CTOD as a robust method for evaluating fracture performance in AM metallic components, providing insights into the interdependencies among processing conditions, microstructure evolution, and mechanical integrity. Furthermore, this study validates the use of CTOD method for reliable fracture toughness assessment in LPBF components, addressing the current scarcity of validated fracture mechanics by this method and providing a robust and reliable foundation for future structural integrity analyses of LPBF 18Ni300. • Crack Tip Opening Displacement (CTOD) (δ parameter) assessment for LPBF 18Ni300 maraging steel fracture toughness evaluation. • Deepening the relationship between microstructure and mechanical properties of maraging steel LPBF-printed. • Correlation between build orientation and solubilization and aging treatments effects on fracture toughness behavior. • Up to 97 % fracture toughness reduction observed after heat treatments. • Findings support design and qualification of high-strength AM structural components.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.237

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.288
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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