Some data and tools available for researchers include:
- EMsoftOO: an Open Source Object-Oriented Software Package for Electron Scattering Simulations
- Iron Mind Platform: Public web application for transparent benchmarking of optimization methods
- Analysis Code Repository: Open-source code for all analyses and figure generation
- Optimization Trajectories Dataset: Complete dataset of 2,880 optimization campaigns across all methods and reaction datasets
-
Unsupervised heuristic-based batched dynamic algorithm for pixel-wise image sampling
-
Custom SPPARKS code used to run “candidate grain” simulations of abnormal grain growth
-
Process for deploying high-throughput experiments with MLflow and Docke
- Code for running computer vision and graph neural network experiments for predicting AGG in these simulations
Collaborate
We encourage researchers affiliated with the center to submit additional data and tools to Michael Bockstaller.