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
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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.
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Signals
- Stars
- 9
- Forks
- 5
- Open issues
- 0
- 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
- Repository
- github.com/TaoELi/MaxwellLink
- Website
- maxwelllink.org/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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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)