More details are available on our group’s GitHub page.
packages
Software packages developed by the group.
Year | Name | Description | Paper | Link |
---|---|---|---|---|
2024 | QUESTS | Quick Uncertainty and Entropy via STructural Similarity | preprint | |
2023 | mkite | Distributed computing platform for high-throughput materials simulation | paper |
analysis/reproducibility
Repositories containing data/instructions to reproduce the group’s papers.
Year | Article Name | Paper | Link | Extra |
---|---|---|---|---|
2024 | Comprehensive sampling of coverage effects in catalysis by leveraging generalization in neural network models | preprint | ||
2023 | Inorganic synthesis-structure maps in zeolites with machine learning and crystallographic distances | paper | website | |
2023 | Data Efficiency and Extrapolation Trends in NNIPs | paper |