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**TBSOC** is a lightweight, high-performance Python package designed to add On-Site Spin-Orbit Coupling (SOC) to Wannier90 Tight-Binding (TB) models. It allows users to estimate accurate SOC strengths ($\lambda$) by automatically fitting TB band structures to DFT calculations.
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## Key Features
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## ✨ Key Features
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-**High Performance**: Powered by **JAX** and **Just-In-Time (JIT)** compilation for lightning-fast fitting (<1s for typical systems).
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-**Auto-Alignment**: Automatically detects the correct matching between TB and DFT bands, including partial band overlap when DFT has fewer bands than TB.
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-**Physically-Aware**: Uses **Gaussian-weighted loss** centered at the Fermi level to prioritize accuracy near the Fermi surface.
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