I am Jan, the group leader for Materials Informatics at the Max-Planck Institut fΓΌr Eisenforschung , where I apply methods from computer science including machine learning to discover new materials.
In addition, I lead the development of the pyiron workflow framework and maintain over 700 materials science related software packages on conda-forge to enable reproducible materials science.
Name
Description
Documentation
Conda Package
pyiron/atomistics
Interfaces for atomistic simulation codes and workflows
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pyiron/pympipool
Scale serial and MPI-parallel python functions over hundreds of compute nodes all from within a jupyter notebook or serial python process.
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pyiron/pysqa
Simple HPC queuing system adapter for Python on based jinja templates to automate the submission script creation.
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Name
Description
Documentation
Conda Package
lanl/architector
A 3D chemical structure generation software package designed to take minimal 2D information about ligands and metal centers and generates chemically sensible 3D conformers and stereochemistry of the organometallic compounds.
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FitSNAP/FitSNAP
Software for generating SNAP machine-learning interatomic potentials
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lanl/hippynn
A modular library for atomistic machine learning with pytorch
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Personal (non scientific) projects:
Name
Description
Documentation
Conda Package
gmailsorter
Similarity based email sorting for Google Mail using RandomForest classifiers
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pyauthenticator
Similar to the Google authenticator just written in Python to automate annoying two factor authentication.
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pymov2gif
Convert *.mov files from Mac OS X screen recordings to *.gif files for uploading on Github.
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