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paper_tutorial_plasmon_heating

Dual-purpose tutorial to reproduce manuscript Figure 5b, 5d, and 5e plasmonic flux and HCN heating maps (EM-only, TLS, and ASE/BOMD), and to transfer the…

Skill by TaoELi

IndexedGPL-2.0★ 9
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About

Dual-purpose tutorial to reproduce manuscript Figure 5b, 5d, and 5e plasmonic flux and HCN heating maps (EM-only, TLS, and ASE/BOMD), and to transfer the workflow to related plasmon-molecule systems by adjusting geometry, molecular model, and run procedures.

Use cases: research, productivity

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/paper-tutorial-plasmon-heating

What's inside

Skill name
paper_tutorial_plasmon_heating
Description
Dual-purpose tutorial to reproduce manuscript Figure 5b, 5d, and 5e plasmonic flux and HCN heating maps (EM-only, TLS, and ASE/BOMD), and to transfer the workflow to related plasmon-molecule systems by adjusting geometry, molecular model, and run procedures.
License
GPL-2.0
Instructions
93 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Agent Skills spec issues

  • name: only lowercase letters, digits and single hyphens allowed

Files (28)

  • SKILL.md
  • README.md · assets/
  • hcn.xyz · assets/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong/HCN_benchmark/
  • emitter.py · assets/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong/template/
  • submit_all.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong/template/
  • submit_driver.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong/template/
  • submit_main.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong/template/
  • submit_vac.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong/template/
  • hcn.xyz · assets/implementation_2025/meep_plasmon_HCN_excitation_tls_strong/HCN_benchmark/
  • emitter.py · assets/implementation_2025/meep_plasmon_HCN_excitation_tls_strong/template/
  • submit_all.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_tls_strong/template/
  • submit_driver.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_tls_strong/template/
  • submit_main.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_tls_strong/template/
  • submit_vac.sh · assets/implementation_2025/meep_plasmon_HCN_excitation_tls_strong/template/
  • flux_a2.79_r1.11.dat · assets/implementation_2025/meep_plasmon_empty/no_mol_with_dielectric/
  • emitter.py · assets/implementation_2025/meep_plasmon_empty/template/
  • submit_all.sh · assets/implementation_2025/meep_plasmon_empty/template/
  • submit_driver.sh · assets/implementation_2025/meep_plasmon_empty/template/
  • submit_main.sh · assets/implementation_2025/meep_plasmon_empty/template/
  • submit_vac.sh · assets/implementation_2025/meep_plasmon_empty/template/
  • flux0_a2.79.dat · assets/implementation_2025/meep_plasmon_empty/vac/
  • fig5bde_postprocess.py · assets/implementation_2025/plotting/
  • plot_fig4_plasmon_heating.py · assets/implementation_2025/plotting/
  • fig_001_plasmon_flux_spectrum.md · playbooks/
  • fig_002_tls_heating_map.md · playbooks/
  • fig_003_bomd_heating_map.md · playbooks/
  • doc_map.md · references/
  • source_map.md · references/

SKILL.md (first lines)

# Paper Tutorial: Plasmonic Flux and HCN Heating (Figure 5b, 5d, 5e)

Use this skill to reproduce the scoped Pt/Si plasmonic manuscript results for:
- Figure 5b: EM-only flux/absorption spectrum.
- Figure 5d: MaxwellLink + TLS heating map (`nmol=256`).
- Figure 5e: MaxwellLink + ASE/Psi4 BOMD heating map (`nmol=256`) plus TLS-vs-BOMD consistency.

## Core Simulation Strategy
- Run all simulations and postprocessing in one dated runtime folder under `projects/YYYY-MM-DD-<scope>/`.
- Recommended scope slug: `plasmon-heating`.
- Copy `assets/implementation_2025/` into the runtime folder, then run three branches with fixed paper anchors:
  - `aa=2.79`, `rr=1.11`, `nmol=256`, y-polarized excitation, coupled propagation `t=60`.
  - EM-only branch (`meep_plasmon_empty`) for Figure 5b.
  - TLS branch (`meep_plasmon_HCN_excitation_tls_strong`) for Figure 5d.
  - BOMD branch (`meep_plasmon_HCN_excitation_bomd_strong`) for Figure 5e.
- Use trend-level agreement targets (peak positions and anisotropy structure), not bitwise trajectory identity.
- Figure 5f (RT-Ehrenfest) is intentionally out of scope.

## Minimal Execution Recipes
Run commands from repository root.

1. Create runtime workspace and stage assets:
```bash
RUN_DATE="${RUN_DATE:-$(date +%F)}"
RUN_SCOPE="${RUN_SCOPE:-plasmon-heating}"
RUN_DIR="projects/${RUN_DATE}-${RUN_SCOPE}"
mkdir -p "$RUN_DIR"
cp -R skills/paper_tutorial_plasmon_heating/assets/implementation_2025 "$RUN_DIR/"
```

2. Figure 5b (EM-only spectrum):
```bash
cd "$RUN_DIR/implementation_2025/meep_plasmon_empty"
mkdir -p vac no_mol_with_dielectric
cp template/* vac/
cp template/* no_mol_with_dielectric/

cd vac
mpirun -np 128 python -u emitter.py -empty -aa 2.79 > flux0_a2.79.out
grep flux1: flux0_a2.79.out | cut -d , -f2- > flux0_a2.79.dat

cd ../no_mol_with_dielectric
mpirun -np 128 python -u emitter.py -dielectric -aa 2.79 -rr 1.11 -nmol 1 > flux_a2.79_r1.11.out
grep flux1: flux_a2.79_r1.11.out | cut -d , -f2- > flux_a2.79_r1.11.dat
```

3. Figure 5d (TLS coupled map via Slurm templates):
```bash
cd "$RUN_DIR/implementation_2025/meep_plasmon_HCN_excitation_tls_strong"
mkdir -p nmol_256_with_dielectric
cp -R template/* nmol_256_with_dielectric/
cd nmol_256_with_dielectric
sbatch submit_all.sh
```

4. Figure 5e (BOMD coupled map via Slurm templates):
```bash
cd "$RUN_DIR/implementation_2025/meep_plasmon_HCN_excitation_bomd_strong"
mkdir -p nmol_256_with_dielectric
cp -R template/* nmol_256_with_dielectric/
cd nmol_256_with_dielectric
sbatch submit_all.sh
```

5. Build scoped figures and enforce acceptance checks:
```bash
cd "$RUN_DIR/implementation_2025/plotting"
python fig5bde_postprocess.py \
  --mode all \
  --base-dir .. \
  --nmol 256 \
  --figure-out fig5bde_scope.pdf \
  --report-out fig5bde_metrics.json \
  --strict
```

6. Runtime guardrails:
- Do not run simulations inside `skills/paper_tutorial_plasmon_heating/`.
- Do not write runtime output under `skills/`.

## Figure Routing
- `fig_001` (Figure 5b): EM-only Pt/Si plasmonic baseline from vacuum-normalized flux, reproducing a strong absorption peak near `3492 cm^-1` and high absorption around HCN stretch; playbook: `skills/paper_tutorial_plasmon_heating/playbooks/fig_001_plasmon_flux_spectrum.md`.
- `fig_002` (Figure 5d): MaxwellLink+TLS 16x16 molecular-lattice heating map with y-gap-dominant anisotropy and y-edge hotspot structure under the same EM geometry; playbook: `skills/paper_tutorial_plasmon_heating/playbooks/fig_002_tls_heating_map.md`.
- `fig_003` (Figure 5e): MaxwellLink+ASE/Psi4 BOMD heating map with stronger y-gap anisotropy and BOMD mean gain exceeding TLS under matched settings; playbook: `skills/paper_tutorial_plasmon_heating/playbooks/fig_003_bomd_heating_map.md`.

## Beyond Manuscript Exploration
- Sweep `rr` around `1.11` (for example `1.00-1.20`) at fixed `aa=2.79` to quantify peak shifts.
- Sweep perfect-square molecular grids (`nmol=64, 100, 144, 256`) while preserving lattice placement.
- Sweep TLS dipole strength `mu12` around `0.15` and track anisotropy ratio sensitivity.
- Benchmark BOMD settings (`basis`, `memory`, `num_threads`) only after baseline reproduction passes strict checks.
- Keep EM geometry and source window fixed when comparing TLS vs BOMD to preserve interpretability.

From TaoELi/MaxwellLink, GPL-2.0.

More from TaoELi/MaxwellLink

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Stars
9
Forks
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Open issues
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Last commit (this folder)
Feb 20, 2026 (8 months ago)
Last release
Oct 22, 2026 (14 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
GPL-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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paper_tutorial_plasmon_heating skill. Agent Mart. https://agentmart.dev/skills/taoeli-paper-tutorial-plasmon-heating (last updated 2026-10-24)