Graph Report - felipecsalgado.github.io (2026-06-21)

Corpus Check

99 files · ~723,459 words
Verdict: corpus is large enough that graph structure adds value.

Summary

689 nodes · 722 edges · 182 communities (114 shown, 68 thin omitted)
Extraction: 81% EXTRACTED · 19% INFERRED · 0% AMBIGUOUS · INFERRED: 137 edges (avg confidence: 0.88)
Token cost: 0 input · 0 output

Graph Freshness

Built from commit: 5d84030e
Run git rev-parse HEAD and compare to check if the graph is stale.
Run graphify update . after code changes (no API cost).

[[_COMMUNITY_jQuery Core Library jQuery Core Library]]
[[_COMMUNITY_Markdown Demo Page Markdown Demo Page]]
[[_COMMUNITY_Graphify Knowledge Graph Graphify Knowledge Graph]]
[[_COMMUNITY_Main JS Bundle (Minified) Main JS Bundle (Minified)]]
[[_COMMUNITY_Tables Tables]]
[[_COMMUNITY_Jekyll Site Configuration Jekyll Site Configuration]]
[[_COMMUNITY_Sticky Fill Polyfill Sticky Fill Polyfill]]
[[_COMMUNITY_NPM Package Metadata NPM Package Metadata]]
[[_COMMUNITY_Photon Attenuation Calculator Photon Attenuation Calculator]]
[[_COMMUNITY_Physics Research & Career Physics Research & Career]]
[[_COMMUNITY_Felipe Salgado CV Felipe Salgado CV]]
[[_COMMUNITY_Education Education]]
[[_COMMUNITY_Publication & SF-QED Diagrams Publication & SF-QED Diagrams]]
[[_COMMUNITY_exports exports]]
[[_COMMUNITY_Markdown Generator README Markdown Generator README]]
[[_COMMUNITY_DG645 Controller App Screenshot DG645 Controller App Screenshot]]
[[_COMMUNITY_Bug Fix Bug Fix]]
[[_COMMUNITY_Talk Map Visualization Talk Map Visualization]]
[[_COMMUNITY_query query]]
[[_COMMUNITY_JavaScript Plugins & Assets JavaScript Plugins & Assets]]
[[_COMMUNITY_Jekyll Comments System Jekyll Comments System]]
[[_COMMUNITY_Terms of Use Page Terms of Use Page]]
[[_COMMUNITY_README README]]
[[_COMMUNITY_Jekyll HTML Head & Analytics Jekyll HTML Head & Analytics]]
[[_COMMUNITY_Markdown Generator (Patents) Markdown Generator (Patents)]]
[[_COMMUNITY_Markdown Generator (Publications) Markdown Generator (Publications)]]
[[_COMMUNITY_add-watch add-watch]]
[[_COMMUNITY_hooks hooks]]
[[_COMMUNITY_update update]]
[[_COMMUNITY_Site Image Manifest Site Image Manifest]]
[[_COMMUNITY_Author Profile & Sidebar Author Profile & Sidebar]]
[[_COMMUNITY_Research Laser-Driven Particle Accel… Research: Laser-Driven Particle Accel…]]
[[_COMMUNITY_Font Awesome Icon Fonts Font Awesome Icon Fonts]]
[[_COMMUNITY_Poster 2022 - ICUIL Prize Poster 2022 - ICUIL Prize]]
[[_COMMUNITY_Markdown Generator (Posters) Markdown Generator (Posters)]]
[[_COMMUNITY_Markdown Generator (Talks) Markdown Generator (Talks)]]
[[_COMMUNITY_github-and-merge github-and-merge]]
[[_COMMUNITY_transcribe transcribe]]
[[_COMMUNITY_Ruby Gemfile Dependencies Ruby Gemfile Dependencies]]
[[_COMMUNITY_Graphify Config Files Graphify Config Files]]
[[_COMMUNITY_Site Footer Include Site Footer Include]]
[[_COMMUNITY_Google Analytics Integration Google Analytics Integration]]
[[_COMMUNITY_4-DG-delay-box 4-DG-delay-box]]
[[_COMMUNITY_extraction-spec extraction-spec]]
[[_COMMUNITY_graphify graphify]]
[[_COMMUNITY_graphify graphify]]
[[_COMMUNITY_Collapse JS Plugin Collapse JS Plugin]]
[[_COMMUNITY_Smooth Scroll Plugin Smooth Scroll Plugin]]
[[_COMMUNITY_Layout Comments Thread Layout Comments Thread]]
[[_COMMUNITY_Jekyll Sample Comments Jekyll Sample Comments]]
[[_COMMUNITY_NIST XCOM Database - Mass Attenuation… NIST XCOM Database - Mass Attenuation…]]
[[_COMMUNITY_Git Ignore Config Git Ignore Config]]
[[_COMMUNITY_GitHub Pages No-Jekyll GitHub Pages No-Jekyll]]
[[_COMMUNITY_Jekyll Website Configuration Jekyll Website Configuration]]
[[_COMMUNITY_Draft Blog Post Draft Blog Post]]
[[_COMMUNITY_android-chrome-192x192.png UIBrandin… android-chrome-192x192.png UI/Brandin…]]
[[_COMMUNITY_apple-touch-icon-57x57.png UIBrandin… apple-touch-icon-57x57.png UI/Brandin…]]
[[_COMMUNITY_favicon-16x16.png UIBranding Asset favicon-16x16.png UI/Branding Asset]]
[[_COMMUNITY_mstile-144x144.png UIBranding Asset mstile-144x144.png UI/Branding Asset]]
[[_COMMUNITY_Placeholder Image Placeholder Image]]
[[_COMMUNITY_Abstract Background Image Abstract Background Image]]
[[_COMMUNITY_Stock Photo Stock Photo]]
[[_COMMUNITY_CV Archive Include CV Archive Include]]
[[_COMMUNITY_Research Archive Include Research Archive Include]]
[[_COMMUNITY_Archive Single Include Archive Single Include]]
[[_COMMUNITY_Publication Archive Include Publication Archive Include]]
[[_COMMUNITY_Research Post Archive Template Research Post Archive Template]]
[[_COMMUNITY_Talk Archive Include Talk Archive Include]]
[[_COMMUNITY_Breadcrumbs Include Breadcrumbs Include]]
[[_COMMUNITY_Category List Include Category List Include]]
[[_COMMUNITY_Custom Comments Include Custom Comments Include]]
[[_COMMUNITY_Page Hero Include Page Hero Include]]
[[_COMMUNITY_Page Taxonomy Include Page Taxonomy Include]]
[[_COMMUNITY_Paginator Include Paginator Include]]
[[_COMMUNITY_Post Pagination Include Post Pagination Include]]
[[_COMMUNITY_Read Time Include Read Time Include]]
[[_COMMUNITY_Social Share Include Social Share Include]]
[[_COMMUNITY_Tag List Include Tag List Include]]
[[_COMMUNITY_Talks Collection Layout Talks Collection Layout]]
[[_COMMUNITY_Site License Site License]]
[[_COMMUNITY_Category Archive Page Category Archive Page]]
[[_COMMUNITY_Collection Archive Page Collection Archive Page]]
[[_COMMUNITY_Poster 2018 (SF-QED) Poster 2018 (SF-QED)]]
[[_COMMUNITY_Poster 2019 (LWFA) Poster 2019 (LWFA)]]
[[_COMMUNITY_Poster 2019 (Detector) Poster 2019 (Detector)]]
[[_COMMUNITY_Blog Post 2012 Blog Post 2012]]
[[_COMMUNITY_Photon-Photon Scattering 2025 Photon-Photon Scattering 2025]]
[[_COMMUNITY_Site README Site README]]
[[_COMMUNITY_Environment Instructions Rule Environment Instructions Rule]]
[[_COMMUNITY_Conference Talk 2023a Conference Talk 2023a]]
[[_COMMUNITY_Conference Talk 2023b Conference Talk 2023b]]
[[_COMMUNITY_Community 139 Community 139]]
[[_COMMUNITY_Community 140 Community 140]]
[[_COMMUNITY_Community 141 Community 141]]
[[_COMMUNITY_Community 142 Community 142]]
[[_COMMUNITY_Community 143 Community 143]]
[[_COMMUNITY_Community 144 Community 144]]
[[_COMMUNITY_Community 145 Community 145]]
[[_COMMUNITY_Community 146 Community 146]]
[[_COMMUNITY_Community 147 Community 147]]
[[_COMMUNITY_Community 148 Community 148]]
[[_COMMUNITY_Community 149 Community 149]]
[[_COMMUNITY_Community 150 Community 150]]
[[_COMMUNITY_Community 151 Community 151]]
[[_COMMUNITY_Community 152 Community 152]]
[[_COMMUNITY_Community 153 Community 153]]
[[_COMMUNITY_Community 154 Community 154]]
[[_COMMUNITY_Community 155 Community 155]]
[[_COMMUNITY_Community 156 Community 156]]
[[_COMMUNITY_Community 157 Community 157]]
[[_COMMUNITY_Community 158 Community 158]]
[[_COMMUNITY_Community 159 Community 159]]
[[_COMMUNITY_Community 160 Community 160]]
[[_COMMUNITY_Community 161 Community 161]]
[[_COMMUNITY_Community 162 Community 162]]
[[_COMMUNITY_Community 163 Community 163]]
[[_COMMUNITY_Community 164 Community 164]]
[[_COMMUNITY_Community 165 Community 165]]
[[_COMMUNITY_Community 166 Community 166]]
[[_COMMUNITY_Community 167 Community 167]]
[[_COMMUNITY_Community 168 Community 168]]
[[_COMMUNITY_Community 169 Community 169]]
[[_COMMUNITY_Community 170 Community 170]]
[[_COMMUNITY_Community 171 Community 171]]

God Nodes (most connected - your core abstractions)

_() - 31 edges
HTML Tags - 16 edges
HTML Tags - 16 edges
GOD NODE: Physics Research (SF-QED, LWFA, Detector) - 13 edges
v() - 12 edges
y() - 12 edges
What You Must Do When Invoked - 11 edges
/graphify - 10 edges
Header one - 10 edges
Research: Pair Production Non-Perturbative Regime - 10 edges

Surprising Connections (you probably didn’t know these)

Research Interests Diagram - SF-QED, Detector, LWFA Connections (Inkscape SVG) –references–> Strong-Field QED Research [INFERRED] images/Research_interests.svg → _cv/cv-summary.md
SF-QED Processes - Compton Scattering + Nonlinear Breit-Wheeler Feynman Diagrams –references–> Strong-Field QED Research [INFERRED] images/sfqed-process.png → _cv/cv-summary.md
Pepper-Pot Emittance Measurement - Annotated Experimental Data –references–> Paper: Pepper-Pot Emittance Measurement (2026) [INFERRED] images/emittance_PP2.png → _publications/0-2026-paper-pepper-pot.md
Pepper-Pot Screen Shot (Experimental Data) –references–> Paper: Pepper-Pot Emittance Measurement (2026) [INFERRED] images/PP_shot_cropped.png → _publications/0-2026-paper-pepper-pot.md
Markdown Generator - Publications –conceptually_related_to–> Paper: Pepper-Pot Emittance Measurement (2026) [INFERRED] markdown_generator/publications.py → _publications/0-2026-paper-pepper-pot.md

Import Cycles

None detected.

Hyperedges (group relationships)

Patents and Intellectual Property — patents_2015_0_otdr, patents_2016_0_methane [INFERRED 0.85]
Photon Attenuation App Feature — pages_attenuation_calculator, pages_attenuation_explanation [INFERRED 0.95]

Communities (182 total, 68 thin omitted)

Community 0 - “jQuery Core Library”

Cohesion: 0.06 Nodes (37): ca(), cb(), Da(), ea(), eb(), fa(), fb(), ga() (+29 more)

Community 1 - “Markdown Demo Page”

Cohesion: 0.06 Nodes (33): Abbreviation Tag, Address Tag, Anchor Tag (aka. Link), Blockquotes, Buttons, Cite Tag, Code Tag, Definition Lists (+25 more)

Community 2 - “Graphify Knowledge Graph”

Cohesion: 0.07 Nodes (30): GOD NODE: Knowledge Graph (Graphify), Graphify Exports (HTML, JSON, SVG, Neo4j), Graphify Extraction Specification, Graphify Full Pipeline, Graphify Query (BFS/DFS), For /graphify add and –watch, For /graphify query, For the commit hook and native CLAUDE.md integration (+22 more)

Community 3 - “Main JS Bundle (Minified)”

Cohesion: 0.21 Nodes (27): _(), a(), b(), c(), d(), E(), ee(), f() (+19 more)

Community 4 - “Tables”

Cohesion: 0.07 Nodes (29): Abbreviation Tag, Address Tag, Anchor Tag (aka. Link), Blockquotes, Buttons, Cite Tag, Code Tag, Definition Lists (+21 more)

Community 5 - “Jekyll Site Configuration”

Cohesion: 0.09 Nodes (21): Main SCSS Stylesheet (Minimal Mistakes Theme), Authors Configuration, Academic Pages Jekyll Template, GitHub Pages Hosting, Minimal Mistakes Jekyll Theme Framework, GitHub Actions CI Workflow, Jekyll Site Configuration (_config.yml), GOD NODE: Academic Website Infrastructure (Jekyll/GitHub Pages) (+13 more)

Community 6 - “Sticky Fill Polyfill”

Cohesion: 0.17 Nodes (26): A(), B(), c(), d(), e(), f(), g(), h() (+18 more)

Community 7 - “NPM Package Metadata”

Cohesion: 0.09 Nodes (22): author, bugs, url, description, devDependencies, npm-run-all, onchange, uglify-js (+14 more)

Community 8 - “Photon Attenuation Calculator”

Cohesion: 0.14 Nodes (14): generate_data(), generate_dense_grid(), get_segments(), interpolate_segment(), Bragg’s Additivity Rule for Compound Materials, Log-Log Cubic Spline Interpolation for Cross Sections, Photon Attenuation / X-Ray Interaction Physics, UI Text Localization Data (+6 more)

Community 9 - “Physics Research & Career”

Cohesion: 0.19 Nodes (14): Petawatt-Class Laser Systems, SF-QED Experimental Platform (Laser+Accelerator), Single-Particle Detector Design, Strong-Field QED Research, GOD NODE: Physics Research (SF-QED, LWFA, Detector), CALA Detector Setup - Spectrometer Detail, CALA Detector Setup - 3D CAD Render (Full View), E230 Detector Setup SVG Schematic Diagram (+6 more)

Community 10 - “Felipe Salgado CV”

Cohesion: 0.18 Nodes (12): CPqD R&D Intern - Fiber Optics, Felipe Salgado CV, FSU Jena PhD Candidate, GSI Postdoctoral Researcher, Laser Wakefield Acceleration (LWFA), Patent: Distributed Temperature Measurement System, Patent: Optical Fiber Gas Detection (OTDR), Markdown Generator - Patents (+4 more)

Community 11 - “Education”

Cohesion: 0.15 Nodes (12): Academic and Industrial Awards, Awards, Honors, and Intellectual Property, Curriculum Vitae Summary: Felipe Cezar Salgado, Education, Optics and Photonics Competencies, Patents Held, Ph.D. Candidate / Researcher (Wissenschaftlicher Mitarbeiter), Physics Research Frameworks (+4 more)

Community 12 - “Publication & SF-QED Diagrams”

Cohesion: 0.19 Nodes (13): Nonlinear Breit-Wheeler Pair Production - Feynman Diagram with Compton Scattering, SF-QED Processes - Compton Scattering + Nonlinear Breit-Wheeler Feynman Diagrams, Paper: Pair Production Non-Perturbative Regime at CALA (2021), Paper: Breit-Wheeler Laser-Plasma Platform (2021), Paper: LUXE Experiment CDR (2021), Paper: LUXE Experiment TDR (2024), Paper: Nonlinear Breit-Wheeler Pair Production (2024), Breit-Wheeler Pair Production Process (+5 more)

Community 13 - “exports”

Cohesion: 0.22 Nodes (8): graphify reference: extra exports and benchmark, Step 6b - Wiki (only if –wiki flag), Step 7 - Neo4j export (only if –neo4j or –neo4j-push flag), Step 7a - FalkorDB export (only if –falkordb or –falkordb-push flag), Step 7b - SVG export (only if –svg flag), Step 7c - GraphML export (only if –graphml flag), Step 7d - MCP server (only if –mcp flag), Step 8 - Token reduction benchmark (only if total_words > 5000)

Community 14 - “Markdown Generator README”

Cohesion: 0.29 Nodes (8): Pepper-Pot Emittance Measurement - Electron Beam Spots on Screen, Pepper-Pot Emittance Measurement - Annotated Experimental Data, Pepper-Pot Screen Shot (Experimental Data), Markdown Generator - Publications, Markdown Generator README, Markdown Generator - Talks, Paper: Pepper-Pot Emittance Measurement (2026), Talk: FOR2783 Pair Production (ExHILP 2021)

Community 15 - “DG645 Controller App Screenshot”

Cohesion: 0.33 Nodes (7): GOD NODE: Scientific Software Tools, DG645 Controller App Screenshot, GEANT4 CsI Energy Deposition Simulation Output, DG645 Digital Delay Generator Control App, GEANT4 CsI Stack Array Simulation, GEANT4 Emittance Simulation (G4-Emittance), Jetito Python Package - JETi200 Data Post-Processing

Community 16 - “Bug Fix”

Cohesion: 0.17 Nodes (12): 2.0.0, 3.1.1, 3.3.7, 3.4.1, 3.4.2, Bug Fix, Bug Fixes, Bug Fixes (+4 more)

Community 17 - “Talk Map Visualization”

Cohesion: 0.33 Nodes (5): Markdown Generator - Talk Map, Talk Map Page, Talks and Presentations Page, Leaflet Marker Cluster JS, Talk Map Leaflet HTML

Community 18 - “query”

Cohesion: 0.33 Nodes (5): For /graphify explain, For /graphify path, graphify reference: query, path, explain, Step 0 — Constrained query expansion (REQUIRED before traversal), Step 1 — Traversal

Community 19 - “JavaScript Plugins & Assets”

Cohesion: 0.40 Nodes (5): jQuery FitVids Plugin, jQuery Greedy Navigation Plugin, jQuery Magnific Popup Plugin, Main JS Entry Point, Main JS Minified Bundle

Community 20 - “Jekyll Comments System”

Cohesion: 0.40 Nodes (5): Comment Include, Comments System Include, Discourse Comments Provider Include, Disqus Comments Provider Include, Facebook Comments Provider Include

Community 21 - “Terms of Use Page”

Cohesion: 0.40 Nodes (4): Cookies and Web Beacons, Google Analytics, Log Files, Privacy Policy

Community 22 - “README”

Cohesion: 0.40 Nodes (4): Changelog – bugfixes and enhancements, Instructions, Note: if you are using this repo and now get a notification about a security vulnerability, delete the Gemfile.lock file., To run locally (not on GitHub Pages, to serve on your own computer)

Community 23 - “Jekyll HTML Head & Analytics”

Cohesion: 0.50 Nodes (4): Analytics Include (HTML), Head Include, Scripts Include, SEO Include

Community 24 - “Markdown Generator (Patents)”

Cohesion: 0.50 Nodes (3): html_escape(), Produce entities within text., # TODO: Make this work with BibTex and other databases of citations, rather than

Community 25 - “Markdown Generator (Publications)”

Cohesion: 0.50 Nodes (3): html_escape(), Produce entities within text., # TODO: Make this work with BibTex and other databases of citations, rather than

Community 26 - “add-watch”

Cohesion: 0.50 Nodes (3): For /graphify add, For –watch, graphify reference: add a URL and watch a folder

Community 27 - “hooks”

Cohesion: 0.50 Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration

Community 28 - “update”

Cohesion: 0.50 Nodes (3): For –cluster-only, For –update (incremental re-extraction), graphify reference: incremental update and cluster-only

Cohesion: 0.67 Nodes (3): Academicons Font SVG, Author Profile Include, Sidebar Include

Community 31 - “Research: Laser-Driven Particle Accel…”

Cohesion: 1.00 Nodes (3): Betatron Radiation - LWFA Simulation Snapshot (PIC Code), LWFA Plasma Simulation - Electron Density Wave (PIC Code), Research: Laser-Driven Particle Acceleration (LWFA)

Community 32 - “Font Awesome Icon Fonts”

Cohesion: 0.67 Nodes (3): Font Awesome Brands SVG Font, Font Awesome Regular SVG Font, Font Awesome Solid SVG Font

Community 33 - “Poster 2022 - ICUIL Prize”

Cohesion: 0.67 Nodes (3): Markdown Generator - Posters, Poster 2022 - ICUIL Prize, Talk: ICUIL 2022 (Poster Prize)

Community 139 - “Community 139”

Cohesion: 0.07 Nodes (26): 1.0.1, 1.0.2, 1.1.2, 1.3.1, 2.2.0, 2.2.1, 3.0.3, 3.1.4 (+18 more)

Community 140 - “Community 140”

Cohesion: 0.29 Nodes (6): Academic Genealogy Tree: Felipe Cezar Salgado to the Scientific Revolution, The Cambridge Mathematical Coaches (18th & 19th Century), The Enlightenment and Scientific Revolution (16th & 17th Century), The Italian Renaissance, The Late 19th & Early 20th Century: Nuclear Physics and Electron Discovery, The Modern Era: High-Power Lasers and Plasma Physics

Community 141 - “Community 141”

Cohesion: 0.50 Nodes (4): 3.2.4, Bug Fixes, Enhancements, Maintenance

Community 142 - “Community 142”

Cohesion: 0.50 Nodes (4): 3.2.9, Bug Fixes, Enhancements, Maintenance

Community 143 - “Community 143”

Cohesion: 0.50 Nodes (4): 3.3.3, Bug Fixes, Enhancements, Maintenance

Community 144 - “Community 144”

Cohesion: 0.67 Nodes (3): 1.1.1, Bug Fixes, Enhancements

Community 145 - “Community 145”

Cohesion: 0.67 Nodes (3): 1.2.0, Bug Fixes, Enhancements

Community 146 - “Community 146”

Cohesion: 0.67 Nodes (3): 1.3.3, Bug Fixes, Enhancements

Community 147 - “Community 147”

Cohesion: 0.67 Nodes (3): 2.1.1, Bug Fixes, Enhancements

Community 148 - “Community 148”

Cohesion: 0.67 Nodes (3): 2.1.2, Bug Fixes, Enhancements

Community 149 - “Community 149”

Cohesion: 0.67 Nodes (3): 3.1.0, Bug Fixes, Enhancements

Community 150 - “Community 150”

Cohesion: 0.67 Nodes (3): 3.1.2, Bug Fixes, Enhancements

Community 151 - “Community 151”

Cohesion: 0.67 Nodes (3): 3.1.3, Bug Fixes, Enhancements

Community 152 - “Community 152”

Cohesion: 0.67 Nodes (3): 3.1.7, Enhancements, Maintenance

Community 153 - “Community 153”

Cohesion: 0.67 Nodes (3): 3.1.8, Bug Fixes, Maintenance

Community 154 - “Community 154”

Cohesion: 0.67 Nodes (3): 3.2.11, Bug Fixes, Maintenance

Community 155 - “Community 155”

Cohesion: 0.67 Nodes (3): 3.2.12, Bug Fixes, Enhancements

Community 156 - “Community 156”

Cohesion: 0.67 Nodes (3): 3.2.1, Bug Fixes, Maintenance

Community 157 - “Community 157”

Cohesion: 0.67 Nodes (3): 3.2.7, Bug Fixes, Enhancements

Community 158 - “Community 158”

Cohesion: 0.67 Nodes (3): 3.2.8, Bug Fixes, Maintenance

Community 159 - “Community 159”

Cohesion: 0.67 Nodes (3): 3.3.1, Enhancements, Maintenance

Community 160 - “Community 160”

Cohesion: 0.67 Nodes (3): 3.3.4, Enhancements, Maintenance

Community 161 - “Community 161”

Cohesion: 0.67 Nodes (3): 3.3.5, Enhancements, Maintenance

Knowledge Gaps

305 isolated node(s): name, icons, name, version, description (+300 more) These have ≤1 connection - possible missing edges or undocumented components.
68 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

Felipe Salgado