WMD-group / SMACT
Python package to aid materials design and informatics
Why this job: works in the areas we cover, but does not say which job it does


What it does
- At the core of SMACT are Element and Species (element in a given oxidation state) classes that have various properties associated with them.
- Oxidation states that are accessible to each element are included in their properties.
- Element compositions can be screened through based on the heuristic filters of charge neutrality and electronegativity order. This is handled using the screening module and this publication30155-3>) describes the underlying theory. An examp
- Further filters can be applied to generated lists of compositions in order to screen for particular properties. These properties are either intrinsic properties of elements or are calculated for compositions using the properties module. For
- Compositions can also be filtered based on sustainability via the abundance of elements in the Earth's crust or via the HHI scale.
Get started
pip install smact- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 148
- On GitHub
- Licence
- Custom
- Read before business use
- Downloads for
- None listed
- No release files
- Latest version
- v4.0.2
- Released 49 days ago
- Built with
- Python
- 96% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 452 merged
- 1 waiting
- Releases
- 32
- 3 in the last year
- Contributing guide (opens in new tab)
- No security policy
- Code of conduct (opens in new tab)
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More: languages, topics and project record
Languages
- Python 96%
- TeX 2%
- Makefile 2%
- Batchfile 2%
Topics
- materials-science
- materials-informatics
- materials-screening
- materials-design
- machine-learning
- python
- computational-chemistry
Project record
- JobOther AI tools
- StatusListed
- Commits2,393
- Forks33
- Watching19
- Stars in 28 days+5
- CreatedNov 4, 2013
- First seen by usNov 7, 2026
- CheckedNov 12, 2026
