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**Active Group Members** (ordered by GitHub activity):
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[**Dr. Adam M. Krajewski** <imgsrc="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/brands/github.svg"width="16"height="16">](https://github.com/amkrajewski)[](https://orcid.org/0000-0002-2266-0099) |
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**Active Group Members**:
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[**Luke A. Myers** <imgsrc="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/brands/github.svg"width="16"height="16">](https://github.com/lukeamyers)[](https://orcid.org/0009-0003-0823-0871) |
[**Dr. Adam M. Krajewski** <imgsrc="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/brands/github.svg"width="16"height="16">](https://github.com/amkrajewski)[](https://orcid.org/0000-0002-2266-0099) |
[**Dr. John Shimanek** <imgsrc="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/brands/github.svg"width="16"height="16">](https://github.com/shimanek)[](https://orcid.org/0000-0002-2775-8466) |
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[**Dr. John Shimanek** <imgsrc="https://raw.githubusercontent.com/FortAwesome/Font-Awesome/6.x/svgs/brands/github.svg"width="16"height="16">](https://github.com/shimanek)[](https://orcid.org/0000-0002-2775-8466)
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**Legend:**
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- 🟢 Open Source / 🟠 Release Soon / 🔴 Internal or Private
@@ -123,6 +123,8 @@ This repository serves as an index of all software projects [Phases Research Lab
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- 🟢 🏗 [[**Third Generation Pure Element with Pycalphad and ESPEI**]](https://github.com/amr8004/PureElementPRL)
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Custom installations of pycalphad and ESPEI with common 3rd generation CALPHAD models as well as built in experimental Cp data fitting for model parameters.
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- 🟢 [**pyzentropy**](https://github.com/PhasesResearchLab/pyzentropy) - A simple Python package that implements the recursion property of entropy for first-principles thermodynamic calculations.
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### Staging 🟠
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- 🟠/🟢 ✅ **MPDD** ([**server**](https://github.com/PhasesResearchLab/MPDD-server) & [**tools**](https://github.com/PhasesResearchLab/MPDD-OPTIMADE)) - **M**aterial-**P**roperty-**D**escriptor **D**atabase is an atomistic data processing infrastructure allowing decentralized featurization (calculation of descriptors) and rapid machine learning model deployment on millions of DFT-relaxed configurations. Data is openly served through [**OPTIMADE**](https://github.com/Materials-Consortia/OPTIMADE) API at [mpddoptimade.phaseslab.com](http://mpddoptimade.phaseslab.com/), but the high-throughput API and source code for server and client are kept internal for now.
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- 🔴 🏗 **matmdl** - Tooling for gradient-free material model optimizations and interoperability between Abaqus finite elements and crystal plasticity subroutines.
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- 🔴 🏗 **PyZentropy** - Python toolset to implement the Zentropy approach ([doi.org/10.1007/s11669-022-00942-z](https://doi.org/10.1007/s11669-022-00942-z)) described in brief in [this news article](https://www.psu.edu/news/materials-research-institute/story/zentropy-and-art-creating-new-ferroelectric-materials/)
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