Scientific Schematics and Diagrams

Overview

Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. Generate neural network architectures, flowcharts, circuit diagrams, biological pathways, and system diagrams using best-in-class Python libraries. All diagrams are created as SVG/EPS files, stored in the figures/ subfolder, and referenced in papers/posters - never embedded directly in LaTeX.

Zero-Shot Diagram Generation Workflow

Standard workflow for ALL diagrams:

1. Analyze requirements - Identify diagram type and components
2. Choose optimal library - Select best tool for the specific diagram type
3. Generate vector graphic - Create SVG/EPS with proper spacing and layout
4. Store in figures/ - Save to figures/ subfolder with descriptive name
5. Run quality checks - Verify no overlaps, good contrast, proper resolution
6. Reference in document - Use \includegraphics{figures/diagram_name.pdf} in LaTeX

Key principle: Generate standalone vector graphics first, then integrate into documents.