fl-sean03/agentic-science-worker · Archived

lammps-simulation

Run LAMMPS molecular dynamics simulations. Use when asked to run MD simulations, energy minimization, equilibration, production runs, or calculate properties like diffusion, RDF, MSD. Supports both CPU and GPU execution.

First seen Jan 26, 2026

Installation

$ npx skills add fl-sean03/agentic-science-worker --skill lammps-simulation

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Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
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Repository health

Stars 3
License LICENSE
Default branch main
Open issues 0
Status Archived

Skill metadata

Parsed from SKILL.md frontmatter.

Allowed toolsRead, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch
Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 6,469 B
  • docs SUMMARY.md 245 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 51 installs

SKILL.md

LAMMPS Molecular Dynamics Simulation

You are executing LAMMPS molecular dynamics simulations on this workstation.

CRITICAL: Finding Your Own Parameters

You must find force field parameters yourself. They are NOT provided.

How to Find Force Field Parameters

Step 1: Identify what you need

  • What material? (argon, water, copper, etc.)
  • What property? (diffusion, structure, thermal conductivity)
  • What conditions? (temperature, pressure)

Step 2: Search literature

Good search queries:
- "[material] lennard-jones parameters molecular dynamics"
- "[material] force field molecular dynamics"
- "[material] interatomic potential parameters"
- "[water model] parameters" (for TIP3P, TIP4P, SPC/E, etc.)
- "[metal] EAM potential"

Step 3: Find authoritative sources

Material Seminal Paper Key Values
Liquid Argon Rahman 1964, Phys. Rev. 136, A405 ε/kB=119.8 K, σ=3.405 Å
TIP4P Water Jorgensen 1983, J. Chem. Phys. 79, 926 See paper Table I
TIP3P Water Jorgensen 1983 (same paper) ε=0.1521 kcal/mol, σ=3.1507 Å
SPC/E Water Berendsen 1987, J. Phys. Chem. 91, 6269 qO=-0.8476e, ε=0.1553 kcal/mol

Step 4: Download supplementary materials if needed Use Playwright or WebFetch to get SI with parameter tables.

Step 5: Convert units

kJ/mol → kcal/mol: divide by 4.184
eV → kcal/mol: multiply by 23.06
K → kcal/mol: multiply by 0.001987 (kB)

Step 6: Document source in input file

# Lennard-Jones parameters for liquid argon
# Source: Rahman, Phys. Rev. 136, A405 (1964)
# ε/kB = 119.8 K = 0.238 kcal/mol, σ = 3.405 Å
pair_coeff 1 1 0.238 3.405

Binary Location

LAMMPS is configured via environment variable (set in .claude/settings.json or shell):

# From environment variable
LMP="${LMP:-lmp}"  # Falls back to 'lmp' in PATH

# Or check your config
echo $LMP

Execution Commands

CPU:

$LMP -in input.lmp

GPU (for large systems):

$LMP -sf gpu -pk gpu 1 neigh yes -in input.lmp

Complete Workflow (Agentic)

Example: Liquid Argon Diffusion

Given only: "Calculate the self-diffusion coefficient of liquid argon"

You do:

  1. Search literature for argon MD parameters

- Find Rahman 1964 as seminal paper - Extract: ε/kB = 119.8 K, σ = 3.405 Å - Note conditions: T = 94.4 K (triple point), ρ = 1.374 g/cm³

  1. Convert parameters

- ε = 119.8 K × 0.001987 kcal/(mol·K) = 0.238 kcal/mol

  1. Calculate system size

- N = 864 atoms (Rahman's choice, or 256-500 for faster) - Box size from density: L = (N × M / (ρ × Nₐ))^(1/3)

  1. Create input file with citations

```lammps # Liquid Argon MD - Self-diffusion calculation # Parameters from Rahman, Phys. Rev. 136, A405 (1964)

units real atom_style atomic boundary p p p

# Create FCC lattice, will melt to liquid lattice fcc 5.26 # ~1.374 g/cm³ region box block 0 6 0 6 0 6 createbox 1 box createatoms 1 box mass 1 39.948 # Argon

# LJ potential - Rahman 1964 parameters pairstyle lj/cut 10.0 paircoeff 1 1 0.238 3.405 # ε=0.238 kcal/mol, σ=3.405 Å

# Initialize velocities at target temperature velocity all create 94.4 12345

# Equilibration fix 1 all nvt temp 94.4 94.4 100.0 timestep 2.0 thermo 100 run 10000

# Production with trajectory for MSD reset_timestep 0 dump 1 all custom 100 trajectory.lammpstrj id type x y z run 50000 ```

  1. Run simulation

``bash $LMP -in input.lmp ``

  1. Analyze MSD and extract D

- Use LAMMPS compute msd or post-process trajectory - D = lim(t→∞) MSD(t) / (6t)

  1. Compare to literature

- Rahman 1964: D ≈ 2.43 × 10⁻⁵ cm²/s - Your result should be within ~10%


Common Pair Styles and When to Use

Pair Style Use For Notes
lj/cut Noble gases, simple fluids Need ε, σ from literature
lj/cut/coul/long Molecular systems with charges Combine with kspace
eam Metals Download .eam file from literature
tersoff Covalent (Si, C, etc.) Use published parameter files
reaxff Reactive systems Requires force field file

Finding EAM Potentials for Metals

  1. Search: "[metal] EAM potential LAMMPS"
  2. Check NIST Interatomic Potentials Repository: https://www.ctcms.nist.gov/potentials/
  3. Download the .eam.alloy or .eam.fs file
  4. Reference in input:

``lammps pairstyle eam/alloy paircoeff Cu_Zhou04.eam.alloy Cu ``


Input File Structure

  1. Units and style - units real for most molecular systems
  2. Structure - readdata or create with lattice/createatoms
  3. Force field - pairstyle and paircoeff (YOU FIND THESE)
  4. Dynamics - fix nvt/npt/nve, timestep
  5. Output - thermo, dump
  6. Run - minimize or run

Common Issues and Solutions

  1. "Unknown pair style" - Style not compiled in. Check $LMP -h for available.
  2. "Bond atom missing" - Topology error in data file
  3. "Out of range atoms" - Timestep too large or bad parameters
  4. Wrong temperature/energy - Check unit consistency (real vs metal vs lj)

Property Calculations

Diffusion Coefficient

compute         msd all msd
fix             msd_out all ave/time 100 1 100 c_msd[4] file msd.dat

Then: D = slope(MSD vs t) / 6

Radial Distribution Function

compute         rdf all rdf 100
fix             rdf_out all ave/time 100 1 100 c_rdf[*] file rdf.dat mode vector

Temperature/Pressure

Already in thermo output by default.


Key Principle

Don't use placeholder parameters. Every pair_coeff line should have a citation in the comments. If you can't find parameters, search harder or report that the parameters aren't available in literature.