ECC Research Atlas Dashboard

Atlas document

Source: 07_visualization/missing_and_reinforcement_report.md open raw

Missing and Reinforcement Report

This report checks first-pass Atlas system coverage and identifies next reinforcement needs.

Coverage check

Module Expected Present Missing
Core theory 5 5 None
Processing 5 5 None
Mechanical properties 7 7 None
Modeling 4 4 None
Resilience 7 7 None
Durability 12 12 None
Sustainability 11 11 None
Applications 16 16 None
Multifunctional 13 13 None

Main finding

First-pass node coverage for Victor Li book Chapters 1–10 is broadly complete. No major expected first-pass nodes are missing from the current checklist.

Reinforcement priorities

1. Evidence depth

Most nodes are still seed-level. Next step is to convert seed notes into section-level evidence tables with page/section references. Highest priority:

2. Paper verification

Paper cards are seed-level and require original PDFs. Highest priority papers are listed in 03_papers/original_pdf_request_list.md.

Current cross-links are thematic. Next step is to add explicit backlinks inside each node and create machine-readable edge list.

4. Source quality

Claim-evidence tables were automatically seeded from extracted text. They need manual cleanup to remove OCR artifacts and convert excerpts into precise claims.

5. Latest literature extension

Do not begin lab-specific integration yet. After Victor Li book evidence is stable, add 2019–present extension nodes for low-carbon ECC, alkali-activated ECC/EGC, recycled fibers, 3D printing, digital crack analysis, and AI/materials informatics.