Curated list of known efforts in materials informatics, i.e. in modern materials science
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Updated
Jun 22, 2024
Curated list of known efforts in materials informatics, i.e. in modern materials science
Tutorials, notebooks, issue tracker, and website on the MPDS API: the data retrieval interface for the Materials Platform for Data Science
Basic info and tutorials for the GUI of the Materials Platform for Data Science (MPDS)
A simple way to do 2D and 3D phase portraits.
Phase diagrams from the paper "Resolving New Keynesian Anomalies with Wealth in the Utility Function"
Ab-initio thermodynamic approach for the stability of SCR catalysts with different VOx structures
Tsma is a project for times series model analysis, based on a 6-month study on ABMs, in the econophysix team.
A simple GUI for our library phaseportrait
MPDS API client library in Python
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
Molecular Dynamics (Lennard Jones) visualizer using Streamlit.
Thermo phase diagrams with ease.
Thermodynamics powered by Machine Learning
This is the repository of the codes, data and plots used in the project. https://www.mdpi.com/1099-4300/23/3/288
Generate a T vs. liquid/vapor mole fraction of component A (in a binary mixture of A+B) phase diagram
Generate a pressure vs. liquid/vapor mole fraction of component A (in a binary mixture of A+B) phase diagram
Static and animated distillation phase diagrams for chemistry education
Phase field model for precipitate aging in ternary analogues to Ni-based superalloys
Derivation and construction of a thermodynamic phase diagram for ternary alloy systems with 2 or 3 phases
Predicting nonlinear dynamics with machine learning
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