Graph Report - felipecsalgado.github.io (2026-06-14)

Graph Report - felipecsalgado.github.io (2026-06-14)

Corpus Check

  • 89 files · ~549,424 words
  • Verdict: corpus is large enough that graph structure adds value.

Summary

  • 672 nodes · 712 edges · 176 communities (107 shown, 69 thin omitted)
  • Extraction: 81% EXTRACTED · 19% INFERRED · 0% AMBIGUOUS · INFERRED: 136 edges (avg confidence: 0.88)
  • Token cost: 0 input · 0 output

Graph Freshness

  • Built from commit: 8c3a0932
  • Run git rev-parse HEAD and compare to check if the graph is stale.
  • Run graphify update . after code changes (no API cost).

Community Hubs (Navigation)

  • [[_COMMUNITY_jQuery Core LibraryjQuery Core Library]]
  • [[_COMMUNITY_Physics Research & CareerPhysics Research & Career]]
  • [[_COMMUNITY_Main JS Bundle (Minified)Main JS Bundle (Minified)]]
  • [[_COMMUNITY_Sticky Fill PolyfillSticky Fill Polyfill]]
  • [[_COMMUNITY_Jekyll Site ConfigurationJekyll Site Configuration]]
  • [[_COMMUNITY_NPM Package MetadataNPM Package Metadata]]
  • [[_COMMUNITY_Photon Attenuation CalculatorPhoton Attenuation Calculator]]
  • [[_COMMUNITY_Publication & SF-QED DiagramsPublication & SF-QED Diagrams]]
  • [[_COMMUNITY_Graphify Knowledge GraphGraphify Knowledge Graph]]
  • [[_COMMUNITY_Talk Map VisualizationTalk Map Visualization]]
  • [[_COMMUNITY_JavaScript Plugins & AssetsJavaScript Plugins & Assets]]
  • [[_COMMUNITY_Jekyll Comments SystemJekyll Comments System]]
  • [[_COMMUNITY_Markdown Generator (BibTeX)Markdown Generator (BibTeX)]]
  • [[_COMMUNITY_Jekyll HTML Head & AnalyticsJekyll HTML Head & Analytics]]
  • [[_COMMUNITY_Markdown Generator (Patents)Markdown Generator (Patents)]]
  • [[_COMMUNITY_Markdown Generator (Publications)Markdown Generator (Publications)]]
  • [[_COMMUNITY_Site Image ManifestSite Image Manifest]]
  • [[_COMMUNITY_Author Profile & SidebarAuthor Profile & Sidebar]]
  • [[_COMMUNITY_Font Awesome Icon FontsFont Awesome Icon Fonts]]
  • [[_COMMUNITY_Markdown Generator (Posters)Markdown Generator (Posters)]]
  • [[_COMMUNITY_Markdown Generator (Talks)Markdown Generator (Talks)]]
  • [[_COMMUNITY_Ruby Gemfile DependenciesRuby Gemfile Dependencies]]
  • [[_COMMUNITY_Graphify Config FilesGraphify Config Files]]
  • [[_COMMUNITY_Site Navigation & UI TextSite Navigation & UI Text]]
  • [[_COMMUNITY_Google Analytics IntegrationGoogle Analytics Integration]]
  • [[_COMMUNITY_Collapse JS PluginCollapse JS Plugin]]
  • [[_COMMUNITY_Smooth Scroll PluginSmooth Scroll Plugin]]
  • [[_COMMUNITY_Layout Comments ThreadLayout Comments Thread]]
  • [[_COMMUNITY_Jekyll Sample CommentsJekyll Sample Comments]]
  • [[_COMMUNITY_Git Ignore ConfigGit Ignore Config]]
  • [[_COMMUNITY_GitHub Pages No-JekyllGitHub Pages No-Jekyll]]
  • [[_COMMUNITY_Draft Blog PostDraft Blog Post]]
  • [[_COMMUNITY_Placeholder ImagePlaceholder Image]]
  • [[_COMMUNITY_Abstract Background ImageAbstract Background Image]]
  • [[_COMMUNITY_Stock PhotoStock Photo]]
  • [[_COMMUNITY_CV Archive IncludeCV Archive Include]]
  • [[_COMMUNITY_Research Archive IncludeResearch Archive Include]]
  • [[_COMMUNITY_Archive Single IncludeArchive Single Include]]
  • [[_COMMUNITY_Publication Archive IncludePublication Archive Include]]
  • [[_COMMUNITY_Talk Archive IncludeTalk Archive Include]]
  • [[_COMMUNITY_Breadcrumbs IncludeBreadcrumbs Include]]
  • [[_COMMUNITY_Category List IncludeCategory List Include]]
  • [[_COMMUNITY_Custom Comments IncludeCustom Comments Include]]
  • [[_COMMUNITY_Site Footer IncludeSite Footer Include]]
  • [[_COMMUNITY_Page Hero IncludePage Hero Include]]
  • [[_COMMUNITY_Page Taxonomy IncludePage Taxonomy Include]]
  • [[_COMMUNITY_Paginator IncludePaginator Include]]
  • [[_COMMUNITY_Post Pagination IncludePost Pagination Include]]
  • [[_COMMUNITY_Read Time IncludeRead Time Include]]
  • [[_COMMUNITY_Social Share IncludeSocial Share Include]]
  • [[_COMMUNITY_Tag List IncludeTag List Include]]
  • [[_COMMUNITY_Talks Collection LayoutTalks Collection Layout]]
  • [[_COMMUNITY_Site LicenseSite License]]
  • [[_COMMUNITY_Category Archive PageCategory Archive Page]]
  • [[_COMMUNITY_Collection Archive PageCollection Archive Page]]
  • [[_COMMUNITY_Markdown Demo PageMarkdown Demo Page]]
  • [[_COMMUNITY_Terms of Use PageTerms of Use 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 2012Blog Post 2012]]
  • [[_COMMUNITY_Blog Post 2013Blog Post 2013]]
  • [[_COMMUNITY_Blog Post 2014Blog Post 2014]]
  • [[_COMMUNITY_Blog Post 2015Blog Post 2015]]
  • [[_COMMUNITY_Photon-Photon Scattering 2025Photon-Photon Scattering 2025]]
  • [[_COMMUNITY_Site READMESite README]]
  • [[_COMMUNITY_Conference Talk 2023aConference Talk 2023a]]
  • [[_COMMUNITY_Conference Talk 2023bConference Talk 2023b]]
  • [[_COMMUNITY_Community 78Community 78]]
  • [[_COMMUNITY_Community 79Community 79]]
  • [[_COMMUNITY_Community 80Community 80]]
  • [[_COMMUNITY_Community 81Community 81]]
  • [[_COMMUNITY_Community 82Community 82]]
  • [[_COMMUNITY_Community 83Community 83]]
  • [[_COMMUNITY_Community 84Community 84]]
  • [[_COMMUNITY_Community 85Community 85]]
  • [[_COMMUNITY_Community 86Community 86]]
  • [[_COMMUNITY_Community 87Community 87]]
  • [[_COMMUNITY_Community 88Community 88]]
  • [[_COMMUNITY_Community 89Community 89]]
  • [[_COMMUNITY_Community 90Community 90]]
  • [[_COMMUNITY_Community 91Community 91]]
  • [[_COMMUNITY_Community 92Community 92]]
  • [[_COMMUNITY_Community 93Community 93]]
  • [[_COMMUNITY_Community 94Community 94]]
  • [[_COMMUNITY_Community 95Community 95]]
  • [[_COMMUNITY_Community 96Community 96]]
  • [[_COMMUNITY_Community 97Community 97]]
  • [[_COMMUNITY_Community 98Community 98]]
  • [[_COMMUNITY_Community 99Community 99]]
  • [[_COMMUNITY_Community 100Community 100]]
  • [[_COMMUNITY_Community 101Community 101]]
  • [[_COMMUNITY_Community 102Community 102]]
  • [[_COMMUNITY_Community 103Community 103]]
  • [[_COMMUNITY_Community 104Community 104]]
  • [[_COMMUNITY_Community 105Community 105]]
  • [[_COMMUNITY_Community 106Community 106]]
  • [[_COMMUNITY_Community 107Community 107]]
  • [[_COMMUNITY_Community 108Community 108]]
  • [[_COMMUNITY_Community 109Community 109]]
  • [[_COMMUNITY_Community 110Community 110]]
  • [[_COMMUNITY_Community 111Community 111]]
  • [[_COMMUNITY_Community 112Community 112]]
  • [[_COMMUNITY_Community 113Community 113]]
  • [[_COMMUNITY_Community 114Community 114]]
  • [[_COMMUNITY_Community 115Community 115]]
  • [[_COMMUNITY_Community 116Community 116]]
  • [[_COMMUNITY_Community 117Community 117]]
  • [[_COMMUNITY_Community 118Community 118]]
  • [[_COMMUNITY_Community 119Community 119]]
  • [[_COMMUNITY_Community 120Community 120]]
  • [[_COMMUNITY_Community 121Community 121]]
  • [[_COMMUNITY_Community 122Community 122]]
  • [[_COMMUNITY_Community 123Community 123]]
  • [[_COMMUNITY_Community 124Community 124]]
  • [[_COMMUNITY_Community 125Community 125]]
  • [[_COMMUNITY_Community 126Community 126]]
  • [[_COMMUNITY_Community 127Community 127]]
  • [[_COMMUNITY_Community 128Community 128]]
  • [[_COMMUNITY_Community 129Community 129]]
  • [[_COMMUNITY_Community 130Community 130]]
  • [[_COMMUNITY_Community 131Community 131]]
  • [[_COMMUNITY_Community 132Community 132]]
  • [[_COMMUNITY_Community 133Community 133]]
  • [[_COMMUNITY_Community 134Community 134]]
  • [[_COMMUNITY_Community 135Community 135]]

God Nodes (most connected - your core abstractions)

  1. _() - 31 edges
  2. HTML Tags - 16 edges
  3. HTML Tags - 16 edges
  4. GOD NODE: Physics Research (SF-QED, LWFA, Detector) - 13 edges
  5. v() - 12 edges
  6. y() - 12 edges
  7. What You Must Do When Invoked - 11 edges
  8. /graphify - 10 edges
  9. Header one - 10 edges
  10. 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
  • CALA Detector Setup - Spectrometer Detail –references–> Research: Particle Detector Development for SF-QED [INFERRED] images/CALA_detector_setup_clip.png → _research/2-detector-Focus2.md

Import Cycles

  • None detected.

Hyperedges (group relationships)

  • SF-QED Research Core Topics — cv_sfqed_research, cv_detector_design, cv_lwfa_research [INFERRED 0.85]
  • Jekyll Template System Components — includes_masthead, includes_head, includes_footer, includes_sidebar, includes_scripts [INFERRED 0.85]
  • Comment System Providers — includes_comments_disqus, includes_comments_facebook, includes_comments_discourse, includes_comments_custom [INFERRED 0.85]
  • Jekyll Layout Hierarchy — layouts_default, layouts_single, layouts_archive, layouts_splash, layouts_talk [INFERRED 0.85]
  • Main Website Navigation Pages — pages_about, pages_publications, pages_research, pages_programming, pages_talks [EXTRACTED 1.00]
  • SF-QED Publications Cluster — pub_2024_nbw_laser_focus, pub_2021_cala_design, pub_2021_linear_bw, pub_2021_luxe_cdr, pub_2021_single_particle [INFERRED 0.85]
  • GEANT4 Simulation Tools — programming_g4_emittance, programming_g4_csi, cv_detector_design [INFERRED 0.85]
  • SF-QED Conference Talks Series — talks_2021_exhilp, talks_2022_qlasp, talks_2024_gsi, talks_2022_icuil [INFERRED 0.85]
  • Markdown Content Generator Tools — markdown_gen_publications, markdown_gen_talks, markdown_gen_patents, markdown_gen_posters [INFERRED 0.85]
  • Research Areas Visual Overview — img_research_interests_svg, cv_sfqed_research, cv_lwfa_research, cv_detector_design [INFERRED 0.85]
  • Jekyll Site Build Configuration Files — config_jekyll, config_gemfile, config_github_actions, config_nojekyll [INFERRED 0.90]
  • Photon Attenuation Calculator Tool Stack — pages_attenuation_calc, pages_attenuation_explanation, attenuation_xcom_data_json, attenuation_generate_xcom, concept_xcom_nist [INFERRED 0.85]
  • Jekyll + Academic Pages Tech Stack — concept_academicpages, concept_minimal_mistakes, config_jekyll, config_github_actions, concept_github_pages [INFERRED 0.90]
  • Top-Level Knowledge Domains of the Repository — god_node_physics_research, god_node_website_infrastructure, god_node_knowledge_graph, god_node_photon_tools, god_node_software_tools [INFERRED 0.90]

Communities (176 total, 69 thin omitted)

Community 0 - “jQuery Core Library”

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

Community 1 - “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 2 - “Main JS Bundle (Minified)”

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

Community 3 - “Sticky Fill Polyfill”

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

Community 4 - “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 5 - “NPM Package Metadata”

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

Community 6 - “Photon Attenuation Calculator”

Cohesion: 0.18 Nodes (12): 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, GOD NODE: Photon/Radiation Physics Tools (+4 more)

Community 7 - “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 8 - “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 9 - “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 10 - “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 11 - “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 12 - “Markdown Generator (BibTeX)”

Cohesion: 0.40 Nodes (4): html_escape(), # TODO: Make this work with other databases of citations,, # TODO: Merge this with the existing TSV parsing solution, Produce entities within text.

Community 13 - “Jekyll HTML Head & Analytics”

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

Community 14 - “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 15 - “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 17 - “Author Profile & Sidebar”

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

Community 18 - “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 62 - “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 63 - “Terms of Use Page”

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

Community 78 - “Community 78”

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

Community 79 - “Community 79”

Cohesion: 0.08 Nodes (23): 1.0.1, 1.0.2, 1.1.2, 1.1.4, 2.0.0, 2.2.1, 3.1.1, 3.1.4 (+15 more)

Community 80 - “Community 80”

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 81 - “Community 81”

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 82 - “Community 82”

Cohesion: 0.25 Nodes (9): 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 - Publications from BibTeX, Markdown Generator README, Markdown Generator - Talks, Paper: Pepper-Pot Emittance Measurement (2026) (+1 more)

Community 83 - “Community 83”

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 84 - “Community 84”

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 85 - “Community 85”

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 86 - “Community 86”

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 87 - “Community 87”

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

Community 88 - “Community 88”

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

Community 89 - “Community 89”

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

Community 90 - “Community 90”

Cohesion: 0.50 Nodes (4): 3.3.7, Bug Fixes, Enhancements, Maintenance

Community 91 - “Community 91”

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

Community 92 - “Community 92”

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

Community 93 - “Community 93”

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

Community 94 - “Community 94”

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

Community 95 - “Community 95”

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

Community 96 - “Community 96”

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

Community 97 - “Community 97”

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

Community 98 - “Community 98”

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

Community 99 - “Community 99”

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

Community 100 - “Community 100”

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

Community 101 - “Community 101”

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

Community 102 - “Community 102”

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

Community 103 - “Community 103”

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

Community 104 - “Community 104”

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

Community 105 - “Community 105”

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

Community 106 - “Community 106”

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

Community 107 - “Community 107”

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

Community 108 - “Community 108”

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

Community 109 - “Community 109”

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

Community 110 - “Community 110”

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

Community 111 - “Community 111”

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

Community 112 - “Community 112”

Cohesion: 0.67 Nodes (3): 3.4.1, Bug Fixes, Enhancements

Community 113 - “Community 113”

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 114 - “Community 114”

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

Knowledge Gaps

  • 302 isolated node(s): name, icons, name, version, description (+297 more) These have ≤1 connection - possible missing edges or undocumented components.
  • 69 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

Suggested Questions

Questions this graph is uniquely positioned to answer:

  • Why does GOD NODE: Physics Research (SF-QED, LWFA, Detector) connect Physics Research & Career to Jekyll Site Configuration, Photon Attenuation Calculator, Publication & SF-QED Diagrams, Community 80, Community 113, Community 82, Community 84? High betweenness centrality (0.016) - this node is a cross-community bridge.
  • Why does GOD NODE: Academic Website Infrastructure (Jekyll/GitHub Pages) connect Jekyll Site Configuration to Physics Research & Career? High betweenness centrality (0.007) - this node is a cross-community bridge.
  • Why does Strong-Field QED Research connect Physics Research & Career to Community 80, Community 114, Jekyll Site Configuration, Publication & SF-QED Diagrams? High betweenness centrality (0.005) - this node is a cross-community bridge.
  • Are the 13 inferred relationships involving GOD NODE: Physics Research (SF-QED, LWFA, Detector) (e.g. with Single-Particle Detector Design and Laser Wakefield Acceleration (LWFA)) actually correct? GOD NODE: Physics Research (SF-QED, LWFA, Detector) has 13 INFERRED edges - model-reasoned connections that need verification.
  • What connects name, icons, Produce entities within text. to the rest of the system? 311 weakly-connected nodes found - possible documentation gaps or missing edges.
  • Should jQuery Core Library be split into smaller, more focused modules? Cohesion score 0.05889724310776942 - nodes in this community are weakly interconnected.
  • Should Jekyll Site Configuration be split into smaller, more focused modules? Cohesion score 0.09 - nodes in this community are weakly interconnected.