three-dimensional dopant profiling
**3D Dopant Profiling** is a **metrology capability that maps dopant concentration in three spatial dimensions within semiconductor devices** — essential for characterizing modern 3D transistor architectures like FinFETs and gate-all-around (GAA) structures.
**Key Techniques for 3D Dopant Profiling**
- **Sequential SSRM**: Multiple 2D SSRM slices at different depths combined into a 3D map.
- **Atom Probe Tomography (APT)**: True atomic-resolution 3D dopant positions with chemical identification.
- **SIMS + Depth Profiling**: Layer-by-layer sputtering with mass spectrometry for depth profiles.
- **SCM/SMM Tomography**: Multiple cross-sections combined for 3D capacitance/doping maps.
**Why It Matters**
- **3D Devices**: FinFETs, GAA-FETs, and CFET architectures require 3D understanding of dopant distributions.
- **Process Optimization**: 3D doping non-uniformities (e.g., implant shadowing in fins) need 3D metrology.
- **Modeling Validation**: TCAD simulations of 3D devices need 3D experimental validation.
**3D Dopant Profiling** is **the complete map of where atoms are** — essential metrology for the 3D transistor era where 1D profiles are no longer sufficient.