Many Peptides MD: Molecular Dynamics Trajectories for Peptides

A dataset of molecular dynamics trajectories for peptides, maintained by the author 'transferable-samplers'. The description indicates a critical update was made on 2025-12-15 to correct 8AA TICA models that originally used an incorrect CA-only atom selection. The dataset is hosted on Hugging Face.

Use Cases

• Benchmarking TICA (Time-lagged Independent Component Analysis) models based on corrected molecular dynamics trajectories.
• Training machine learning models for peptide conformational analysis based on trajectory data.
• Validating simulation methods for protein folding and dynamics based on the described peptide systems.

Strengths

• Contains a critical update posted on 2025-12-15, indicating active maintenance.
• Focuses on a specific domain of molecular dynamics for peptides, which suggests targeted utility.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and dataset size are unknown, which may limit suitability assessment.

Provenance

Source

Hugging Face, author 'transferable-samplers'.

Collection Method

Likely generated from molecular dynamics simulations.

Freshness

Last updated 2025-12-15 13:15:47; freshness should be verified.