What problem does it solve?
It helps you quantify the surface energy of specific crystallographic planes (hkl) and use those values to predict the equilibrium crystal morphology (Wulff shape) for a material.
Core Features & Use Cases
- Plane-resolved surface energy: Relaxes a bulk reference structure and multiple oriented slabs for different (hkl) terminations to compute γ for each plane.
- MLIP/Model Context Protocol integration: Uses MLIP relaxations via MCP tools (e.g., MatGL/CHGNet) with consistent settings between bulk and slabs.
- Automatic Wulff construction: Converts computed plane energies into a Wulff shape plot and associated geometric properties for comparison across materials or potential models.
- Typical use case: Compare how different MLIPs (or different levels of theory) change predicted equilibrium nanoparticle shapes by recalculating γ and regenerating the Wulff diagram.
Quick Start
Run the surface workflow for your bulk CIF by creating slabs up to a chosen Miller index, relaxing bulk and slabs with the same MLIP settings, computing surface energies, and generating the Wulff shape image.