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@SINGROUP

Surfaces and Interfaces at the Nanoscale

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  1. pycp2k Public

    Python Cp2k interface

    Python 93 29

  2. PyVAFM Public

    Python Virtual Atomic Force Microscope

    Python 13 1

  3. MutualInformation Public

    Mutual Information codes

    Python 30 8

  4. dscribe Public

    DScribe is a python package for creating machine learning descriptors for atomistic systems.

    C++ 423 93

  5. matid Public archive

    MatID is a python package for identifying and analyzing atomistic systems based on their structure. MatID is designed to help researchers in the automated analysis and labeling of atomistic datasets.

    Python 23 6

  6. Atom_manipulation_with_RL Public

    Autonomous atom manipulation - in this project, we use deep reinforcement learning algorithms including soft actor-critic, hindsight experience replay, and emphasize recent experience replay to aut…

    Jupyter Notebook 12 1

Repositories

Showing 10 of 45 repositories
  • Runner Public

    Tools to easly schedule atomistic simulation workflow

    Python 1 1 0 0 Updated Mar 3, 2025
  • ml-spm Public

    Machine learning for scanning probe microscopy

    Python 2 MIT 1 5 0 Updated Feb 6, 2025
  • dscribe Public

    DScribe is a python package for creating machine learning descriptors for atomistic systems.

    C++ 423 Apache-2.0 93 9 0 Updated Dec 17, 2024
  • 0 16 1 0 Updated Dec 17, 2024
  • AutoOSS Public template

    A software infrastructure to automate on-surface synthesis in STM

    Jupyter Notebook 2 MIT 0 0 0 Updated Dec 13, 2024
  • ASD-STM Public

    Automated Structure Discovery for Scanning Tunneling Microscopy

    Python 1 MIT 0 2 0 Updated Apr 22, 2024
  • matid Public archive

    MatID is a python package for identifying and analyzing atomistic systems based on their structure. MatID is designed to help researchers in the automated analysis and labeling of atomistic datasets.

    Python 23 Apache-2.0 6 0 0 Updated Nov 28, 2023
  • ProbeParticle_workflow Public

    A workflow for double ProbeParticle method using OpenCL and complex_tip branch of ProbeParticle method

    Jupyter Notebook 1 1 0 0 Updated Oct 20, 2023
  • KPFM_sim Public

    A set of Python modules for running DFT level KPFM simulations using CP2k and storing the results to a relational database (SQLite).

    Python 0 GPL-3.0 0 0 0 Updated Aug 1, 2023
  • KPFM_FEM Public

    This Python package is intended to help running finite element method (FEM) calculations related to modeling the macroscopic part of the KPFM probe and storing the results.

    Python 2 GPL-3.0 2 1 0 Updated Jul 26, 2023

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