ML-SPM

Machine learning for scanning probe microscopy

Installation

Install pre-requisites:

sudo apt install g++ git

Clone repository:

git clone https://github.com/SINGROUP/ml-spm.git
cd ml-spm

(Recommended) Create conda environment:

conda env create -f environment.yml
conda activate ml-spm

Install:

pip install .

Papers

The papers subdirectory contains training scripts and datasets for specific publications. Currently we have the following:

• Automated structure discovery in atomic force microscopy
• Electrostatic Discovery Atomic Force Microscopy
• Structure discovery in Atomic Force Microscopy imaging of ice