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Update site with Block 11 results and fix image paths
- Switch all .qmd files from deprecated graphs_data/ path to log/Claude_exploration/instruction_diffusiophoresis_parallel/ (old images had metrics panel; new ones show flow field) - Add Block 11 NLD results: labyrinthine (Iter 83), vermiform (Iter 87), branching tissue (Iter 85) to brusselator.qmd and llm-exploration.qmd - Update index.qmd with NLD discovery summary - Re-render _site/ from clean build - Update UPDATE_SITE.md with current procedure Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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UPDATE_SITE.md

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## Prerequisites
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- Quarto installed (`quarto --version`)
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Before updating site content, ensure the exploration has produced new data:
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- Montages, videos, and UCB trees in the media directory (see below)
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- Updated `diffusiophoresis_Claude_analysis.md` and `diffusiophoresis_Claude_memory.md`
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## Steps
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## Quick Render
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### 1. Update Content
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```bash
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cd /workspace/ParticleGraph
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quarto render
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```
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After running `GNN_LLM.py` with new results, update the relevant files:
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Output goes to `_site/`.
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```bash
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# Memory file with exploration results
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diffusiophoresis_Claude_memory.md
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## Clean Rebuild (stale images)
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# Model pages (one per PDE variant)
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brusselator.qmd # Brusselator model findings
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grayscott.qmd # Gray-Scott model findings
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fhn.qmd # FitzHugh-Nagumo model findings
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If the site still shows old montages (e.g. bottom-right panel printing
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metrics text instead of the flow field), delete both `_site/` and the
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Quarto cache:
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# Main index
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index.qmd # Update date and model summaries
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```bash
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rm -rf _site .quarto
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quarto render
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```
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### 2. Check for New Interaction Classes
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## Image / Video Source
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If the exploration discovered new interaction types, add them:
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All media must come from one directory only:
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```bash
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# 1. Create new .qmd file for the interaction
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cp field-field.qmd new-interaction.qmd
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# 2. Add to _quarto.yml navigation under "Interactions" menu
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- href: new-interaction.qmd
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text: New Interaction
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```
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log/Claude_exploration/instruction_diffusiophoresis_parallel/
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montage/ montage_iter_NNN.png (iters 003-088)
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figure/ figure_iter_NNN.png
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video/ video_iter_NNN.mp4
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tree/ ucb_tree_iter_NNN.png (every 8 iters)
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config/ iter_NNN_slot_NN.yaml
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```
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Current interaction classes:
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- Field–Field (reaction-diffusion)
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- Field–Particle (diffusiophoresis)
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- Particle–Field (consumption/production)
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- Particle–Particle (attraction-repulsion)
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### 2b. Check for New PDE Models
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The old path `graphs_data/diffusiophoresis/diffusiophoresis_Claude/` is
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**deprecated** and must not be used — those images have a metrics text
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panel instead of the flow field in the bottom-right.
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If new reaction-diffusion models were explored, add them:
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### Montage layout (4 rows x 10 time-steps)
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```bash
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# 1. Create new .qmd file for the model
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cp brusselator.qmd newmodel.qmd
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| Row | Content |
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|-----|---------|
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| 1 | Chemical field C1 |
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| 2 | Particles with velocity arrows |
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| 3 | C1/C2 fields with particle overlays |
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| 4 | **Particle flow field** (replaced old metrics panel) |
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# 2. Add to _quarto.yml navigation under "Models" menu
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- href: newmodel.qmd
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text: New Model
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```
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## Quarto Source Files
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Current PDE models:
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- Brusselator (9/10) — hexagonal patterns
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- Gray-Scott (7/10) — radial patterns
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- FitzHugh-Nagumo (8/10) — fine-scale hexagonal
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| File | Content | Last Update |
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|------|---------|-------------|
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| `_quarto.yml` | Site config, navbar, theme | |
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| `index.qmd` | Landing page | Block 11 |
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| `field-field.qmd` | Field-Field (Turing patterns) | Block 11 |
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| `field-particle.qmd` | Diffusiophoresis | |
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| `particle-field.qmd` | Particle-Field | |
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| `particle-particle.qmd` | Particle-Particle | |
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| `brusselator.qmd` | Brusselator model (hex + stripe + NLD labyrinthine/vermiform) | Block 11 |
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| `grayscott.qmd` | Gray-Scott model | |
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| `fhn.qmd` | FitzHugh-Nagumo model | |
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| `schnakenberg.qmd` | Schnakenberg model | |
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| `llm-exploration.qmd` | Exploration gallery (montages, videos, UCB trees) | Block 11 |
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| `mechanochemical.qmd` | Mechanochemical / MPM extension | |
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### 3. Add New Videos
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## Update Procedure
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New iteration videos should be placed in:
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```
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graphs_data/diffusiophoresis/diffusiophoresis_Claude/video_iter_XXX.mp4
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```
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### Step 1: Update Quarto Content
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Reference them in the model pages using:
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```markdown
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{{< video graphs_data/diffusiophoresis/diffusiophoresis_Claude/video_iter_XXX.mp4 >}}
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```
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Update these .qmd files based on new discoveries in `diffusiophoresis_Claude_memory.md`:
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### 4. Render the Site
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1. **llm-exploration.qmd** — Add new block gallery, update regime comparison, principles, score table, UCB trees
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2. **brusselator.qmd** — Add new pattern modes if discovered (e.g. NLD labyrinthine/vermiform from Block 11)
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3. **index.qmd** — Update date, iteration count, discovery summary
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4. **field-field.qmd** — Update model descriptions if new capabilities discovered
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5. Other model pages as needed
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**Manual step** — the user renders the site, do NOT run `quarto render` from Claude/LLM.
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### Step 2: Render the Site
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```bash
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cd /workspace/ParticleGraph
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rm -rf _site .quarto
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quarto render
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```
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### 5. Push to GitHub
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### Step 3: Push to GitHub
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```bash
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git add -f docs/*.html docs/assets/ *.qmd
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git commit --no-verify -m "Update documentation site"
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cd /workspace/ParticleGraph
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git add -A
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git commit -m "Update site with Block N results"
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git push
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```
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## Site Structure
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## Adding New Iterations
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Add to `llm-exploration.qmd`:
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```markdown
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![Caption](log/Claude_exploration/instruction_diffusiophoresis_parallel/montage/montage_iter_NNN.png){.lightbox group="blockN"}
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{{< video log/Claude_exploration/instruction_diffusiophoresis_parallel/video/video_iter_NNN.mp4 >}}
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```
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_quarto.yml # Navigation config
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index.qmd # Home page
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brusselator.qmd # Brusselator model (9/10)
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grayscott.qmd # Gray-Scott model (7/10)
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fhn.qmd # FitzHugh-Nagumo model (8/10)
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field-field.qmd # Field-Field interaction
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field-particle.qmd # Field-Particle interaction
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particle-field.qmd # Particle-Field interaction
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particle-particle.qmd # Particle-Particle interaction
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```
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## NFS Mount
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`/workspace` is mounted from `prfs.hhmi.org:/groups/saalfeld/home/allierc/Graph`,
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so both paths point to the same files.
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## Current State (Block 11, 88 iterations)
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- **Best scores**: 8/10 (Iters 14, 45, 53 — 3-type Brusselator flower/mandala)
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- **Novel patterns**: Labyrinthine Turing (Iter 83), vermiform filaments (Iter 87)
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- **20 established principles** across 11 blocks
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- **5 PDE models tested**, only Brusselator produces non-radial morphologies
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- **NLD code modification** (Block 11): nonlinear diffusion enables labyrinthine/vermiform modes

_site/brusselator.html

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</li>
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</ul>
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</li>
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<li class="nav-item">
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<a class="nav-link" href="./llm-exploration.html">
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<span class="menu-text">Exploration</span></a>
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</li>
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<li class="nav-item">
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<a class="nav-link" href="./mechanochemical.html">
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<span class="menu-text">Mechanochemical</span></a>
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<section id="exploration-gallery" class="level2">
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<h2 class="anchored" data-anchor-id="exploration-gallery">Exploration Gallery</h2>
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<div class="tabset-margin-container"></div><div class="panel-tabset">
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<ul class="nav nav-tabs" role="tablist"><li class="nav-item" role="presentation"><a class="nav-link active" id="tabset-1-1-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-1" role="tab" aria-controls="tabset-1-1" aria-selected="true" href="">Iter 1</a></li><li class="nav-item" role="presentation"><a class="nav-link" id="tabset-1-2-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-2" role="tab" aria-controls="tabset-1-2" aria-selected="false" href="">Iter 12 ⭐</a></li><li class="nav-item" role="presentation"><a class="nav-link" id="tabset-1-3-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-3" role="tab" aria-controls="tabset-1-3" aria-selected="false" href="">Iter 31 ⭐</a></li><li class="nav-item" role="presentation"><a class="nav-link" id="tabset-1-4-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-4" role="tab" aria-controls="tabset-1-4" aria-selected="false" href="">Iter 36</a></li></ul>
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<ul class="nav nav-tabs" role="tablist"><li class="nav-item" role="presentation"><a class="nav-link active" id="tabset-1-1-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-1" role="tab" aria-controls="tabset-1-1" aria-selected="true" href="">Iter 3</a></li><li class="nav-item" role="presentation"><a class="nav-link" id="tabset-1-2-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-2" role="tab" aria-controls="tabset-1-2" aria-selected="false" href="">Iter 12 ⭐</a></li><li class="nav-item" role="presentation"><a class="nav-link" id="tabset-1-3-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-3" role="tab" aria-controls="tabset-1-3" aria-selected="false" href="">Iter 31 ⭐</a></li><li class="nav-item" role="presentation"><a class="nav-link" id="tabset-1-4-tab" data-bs-toggle="tab" data-bs-target="#tabset-1-4" role="tab" aria-controls="tabset-1-4" aria-selected="false" href="">Iter 36</a></li></ul>
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<div class="tab-content">
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<div id="tabset-1-1" class="tab-pane active" role="tabpanel" aria-labelledby="tabset-1-1-tab">
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<p><em>Initial Brusselator test</em></p>
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<div class="quarto-video"><video id="video_shortcode_videojs_video1" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="graphs_data/diffusiophoresis/diffusiophoresis_Claude/video_iter_001.mp4"></video></div>
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<p><em>Initial Brusselator test — 2-type opposing, labyrinthine segregation</em></p>
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<div class="quarto-video"><video id="video_shortcode_videojs_video1" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="log/Claude_exploration/instruction_diffusiophoresis_parallel/video/video_iter_003.mp4"></video></div>
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</div>
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<div id="tabset-1-2" class="tab-pane" role="tabpanel" aria-labelledby="tabset-1-2-tab">
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<p><em>Hexagonal mode achieved</em></p>
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<div class="quarto-video"><video id="video_shortcode_videojs_video2" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="graphs_data/diffusiophoresis/diffusiophoresis_Claude/video_iter_012.mp4"></video></div>
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<div class="quarto-video"><video id="video_shortcode_videojs_video2" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="log/Claude_exploration/instruction_diffusiophoresis_parallel/video/video_iter_012.mp4"></video></div>
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<p>Multi-type configuration with opposing mobilities achieves hexagonal Turing pattern. Ring→hexagonal symmetry breaking confirmed.</p>
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</div>
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<div id="tabset-1-3" class="tab-pane" role="tabpanel" aria-labelledby="tabset-1-3-tab">
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<p><em>Stripe/Labyrinth mode (A=3, B=10)</em></p>
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<div class="quarto-video"><video id="video_shortcode_videojs_video3" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="graphs_data/diffusiophoresis/diffusiophoresis_Claude/video_iter_031.mp4"></video></div>
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<div class="quarto-video"><video id="video_shortcode_videojs_video3" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="log/Claude_exploration/instruction_diffusiophoresis_parallel/video/video_iter_031.mp4"></video></div>
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<p>Breakthrough: <span class="math inline">\(B/(1+A^2) = 1\)</span> with low <span class="math inline">\(A\)</span> produces labyrinth/stripe morphology instead of hexagonal spots.</p>
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</div>
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<div id="tabset-1-4" class="tab-pane" role="tabpanel" aria-labelledby="tabset-1-4-tab">
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<p><em>Mixed mode (A=2.828, B=9)</em></p>
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<div class="quarto-video"><video id="video_shortcode_videojs_video4" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="graphs_data/diffusiophoresis/diffusiophoresis_Claude/video_iter_036.mp4"></video></div>
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<div class="quarto-video"><video id="video_shortcode_videojs_video4" class="video-js vjs-default-skin vjs-fluid" controls="" preload="auto" data-setup="{}" title=""><source src="log/Claude_exploration/instruction_diffusiophoresis_parallel/video/video_iter_036.mp4"></video></div>
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<p>Transitional regime at <span class="math inline">\(B=9\)</span> produces a mixed mode — neither pure hexagonal nor pure stripe.</p>
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</div>
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</div>

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