Microstructures.Net hosts the Open-source Phase-field Microstructure Database (OPMD).


The OPMD is calculated using high-throughput phase-field solver. The data are partly provided in this website for small-scale access, and exploring the information. We carried out a Markov Chain Monte Carlo-based inference of the CALPHAD model parameters and then use advanced sampling schemes to propagate uncertainties across a high-dimensional simulation input space. Through high-throughput phase field simulations we generate 200,000 time series of synthetic microstructures and use machine learning approaches to understand the effects of propagated uncertainties on the microstructure landscape of the system under study. 

If you are interested to use the data in your research, please contact us. The data will be available for download in the feature.




Randomized Microstructure Image Grid

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