PhononBench-MP40: a spectrum-resolved benchmark dataset for phonon stability
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Abstract (arXiv)
Imaginary phonon modes remain a practical bottleneck in computational materials screening because otherwise plausible structures can be locally dynamically unstable under a chosen workflow. Here we present PhononBench-MP40, a spectrum-resolved benchmark dataset of Materials Project-derived crystals for workflow-defined phonon stability. The dataset starts from 47,969 MP40 workflow tasks and provides 46,899 completed records with paired stability labels and local phonopy YAML spectra, including 16,683 Stable records and 30,216 completed-phonon unstable records. A further 1,067 relaxation failures are reported separately rather than merged into the completed phonon denominator. The release centers on the local YAML spectrum: the stability label, the lowest sampled frequency and any threshold-dependent relabeling are derived from that spectrum. The dataset is openly available through Science Data Bank at https://doi.org/10.57760/sciencedb.38735. A companion GitHub repository provides the calculation code and lightweight access utilities. PhononBench-MP40 provides an auditable reference for workflow-defined stability classification, minimum-frequency analysis, threshold studies and failure-aware triage, while keeping the reference workflow, data schema and interpretation boundaries explicit.
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References · 5
- 2021E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentialscited by 708
- 2021Crystal Diffusion Variational Autoencoder for Periodic Material Generationcited by 270
- 2020The Open Catalyst 2020 (OC20) Dataset and Community Challengescited by 246
- 2015AiiDA: Automated Interactive Infrastructure and Database for Computational Sciencecited by 20
- 2025PhononBench:A Large-Scale Phonon-Based Benchmark for Dynamical Stability in Crystal Generationcited by 3
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