Measurement Of Thermophysical Properties Of Heavy Density Concrete Using Inverse Solution For One-Dimensional Heat Conduction
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Bibliographic record
Abstract
Present study purposes a simple methodology for the measurement of thermophysical properties of the high performance ferro siliceous sacrificial concrete.The study involve simple experiments of temperature measurement and data processing to estimate various thermophysical properties such as specific heat, thermal conductivity, thermal diffusivity, and effusivity.The combination of these properties is exceptional and crucially advantageous to determine the ablation rate during interaction of the molten metal with concrete.The study based on one-dimensional semi-infinite transient heat conduction model.The specific heat of the FSSC is found to be 827.5 J/kgK while the value of thermal conductivity lies in the range of 7.4-8.8W/mk.The average value of thermal diffusivity and thermal effusivity is found to be 2.4710 -6 m 2 /s and 4033.77.18 Jm -2 K -1 s -1/2 , respectively.
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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 | 0.000 |
| 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