Analyze molecular dynamics trajectories and structural data with Python.
npx skills add https://github.com/tondevrel/scientific-agent-skills --skill mdanalysis
Please help me install this Agent Skill. Skill: mdanalysis Source: https://github.com/tondevrel/scientific-agent-skills/tree/main/skills/mdanalysis Command: npx skills add https://github.com/tondevrel/scientific-agent-skills --skill mdanalysis
This Skill simplifies the complex task of analyzing molecular dynamics (MD) simulation trajectories, allowing researchers to extract meaningful insights from simulation data.
Use the mdanalysis skill to load the topology 'protein.pdb' and trajectory 'trajectory.dcd' and calculate the backbone RMSD.
High-intent search queries and answers about installing and using this skill.
To calculate RMSD from a molecular dynamics trajectory, load your topology and trajectory files, select the backbone atoms, and compute the Root Mean Square Deviation over time to assess protein stability and conformational changes. This Skill automates that structural analysis process.
Yes, you can analyze hydrogen bonds and dihedral angles from DCD or XTC trajectory files. This Skill reads various MD trajectory formats and facilitates comprehensive structural analysis including distances, angles, and hydrogen bond calculations.
The best way to compute RMSF for atom selections is to load your trajectory, define the specific atoms, and calculate the Root Mean Square Fluctuation to measure regional flexibility. This Skill provides tools to perform these precise atom selections and fluctuations.
Yes, this Skill supports loading and manipulating multiple trajectory file formats for biophysics simulations. It can read and process standard formats like DCD and XTC to extract meaningful structural insights from your simulation data.
You measure protein stability over time by loading the topology and trajectory files, then calculating the Root Mean Square Deviation (RMSD). This Skill simplifies analyzing molecular dynamics trajectories to evaluate conformational changes and stability throughout the simulation.
InternScienceCompute ProLIF interaction fingerprints from molecular dynamics trajectories.
jaechang-hitsAnalyze molecular dynamics trajectories with MDAnalysis for RMSD, RMSF, and PCA.
Imad-OuteAnalyze scientific data files to reveal structural, statistical, and quality metrics.
xjtulycRuns atomistic simulations including geometry optimization, NEB, and molecular dynamics with trajectory analysis.
