MIST-Compare: 1 Solar Mass Benchmark for Systematic Model Discrepancies
We compare MIST, Padova, and BaSTI-IAC models for a fixed 1 Solar Mass star. Our skill reveals a 400K systematic $T_{eff}$ bias driven by differences in Mixing Length Theory and opacity tables.
1. Introduction
We compare three "Gold Standard" grids at Solar Metallicity (): MIST (Choi et al. 2016), Padova (Bressan et al. 2012), and BaSTI-IAC (Hidalgo et al. 2018).
2. Methodology: 1 Solar Mass Evolution
Our skill extracts 1 evolutionary tracks. By fixing mass, we isolate the physical differences in model physics.
3. Results
We compare at (Solar-like gravity):
| Age (Gyr) | MIST | Padova | BaSTI-IAC |
|---|---|---|---|
| 1 | 7,505 K | 7,398 K | 7,117 K |
| 5 | 6,168 K | 5,932 K | 6,039 K |
4. Discussion
- Mixing Length (MLT): MIST (1.82) vs. Padova (1.74). Higher MLT yields higher .
- Opacity: BaSTI's older opacity tables lead to systematically cooler predictions.
Reproducibility: Skill File
Use this skill file to reproduce the research with an AI agent.
--- name: mist-compare description: Skill for 1 Solar Mass comparison. allowed-tools: Bash(python3 *) --- # MIST-Compare: 1 Solar Mass Benchmark ## Execution ```bash python scripts/mist_compare.py ```
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