Weld metal cracking in laser beam welded single crystal nickel base superalloys
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The weldability of two single crystal nickel base superalloys CMSX-4 and CMSX-486 were investigated by autogenous bead-on-plate laser beam welding. The analysis of microsegregation that occurred during solidification in the fusion zone indicated that while W and Re segregated into the γ dendrites, γ′ forming elements Ti, Ta, and Al as well as Hf were rejected into the interdendritic liquid. Fusion zone cracking was observed in both the materials and was observed to have initiated and propagated along the high angle stray grain boundaries in the weld metal of the two alloys. Increased formation of stray grains and increased extent of fusion zone cracking were, however, observed in the CMSX-486 alloy. Extension of solidification temperature range mainly by microsegregation of grain boundary strengthening elements B, Hf, and Zr in CMSX-486 was suggested to be responsible for the increased susceptibility of the alloy to stray grain formation and weld metal cracking compared to CMSX-4 superalloy.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it