Comprehensive visual learning guides for college-level science and mathematics
Interactive Mermaid flowchart mindmaps covering 2,600+ concepts across physics, biology, chemistry, and mathematics. Inspired by Grokipedia.
Goal: To evaluate LLMs’ world knowledge, understanding, and performance across multiple disciplines—including science, mathematics, computer science, economics, history, philosophy, and psychology.
science-companion-mindmap/
├── biology.md / chemistry.md / math.md / physics.md / knowledge.md # Navigation hubs
├── biology/ # 6 topic diagrams (green theme)
├── chemistry/ # 9 topic diagrams (orange theme)
├── math/ # 6 topic diagrams (purple theme)
├── physics/ # 6 topic diagrams (blue theme)
├── note/ # Study guides, formulas, terminology
├── knowledge/ # Extended subjects (CS, Economics, History, Philosophy, Psychology)
└── translation/kr/ # Korean translations
| Subject | Diagrams | Topics |
|---|---|---|
| ⚛️ Physics | 6 | Mechanics · Waves · Thermodynamics · E&M · Optics · Modern |
| 🧬 Biology | 6 | Cell · Genetics · Evolution · Ecology · Organisms · Diversity |
| 🧪 Chemistry | 9 | Atomic · Bonding · Stoichiometry · Thermochem · Equilibrium · Acids/Bases · Redox · Organic · Transition/Nuclear |
| 🔢 Mathematics | 6 | Calculus · Linear Algebra · Diff. Eq. · Probability/Stats · Discrete · Logic/Foundations |
| 🧠Knowledge | — | Computer Science · Economics · History · Philosophy · Psychology |
- GitHub — Diagrams render natively in
.mdfiles - VS Code — Install Markdown Preview Mermaid Support, press
Ctrl+Shift+V - Mermaid Live — Copy/paste to mermaid.live
- Navigation — Start from hub files (
biology.md,chemistry.md,math.md,physics.md,knowledge.md) - Study Notes — Formulas and equations in
note/ - Extended Knowledge — Notes, terminology, and equations for CS, Economics, History, Philosophy, and Psychology in
knowledge/
| Subject | Textbook |
|---|---|
| Physics | Halliday/Resnick University Physics |
| Chemistry | Zumdahl Chemistry |
| Biology | Campbell Biology 12th ed |
| Mathematics | Stewart Calculus · Strang Linear Algebra · Boyce & DiPrima Diff. Eq. · Ross Probability · Rosen Discrete Math |
| Computer Science | Cormen et al. Introduction to Algorithms (CLRS) |
| Economics | Mankiw Principles of Economics |
| History | Strayer Ways of the World |
| Philosophy | Rachels The Elements of Moral Philosophy |
| Psychology | Myers & DeWall Psychology 13th ed |
| Subject | Primary | Secondary | Tertiary | Quaternary |
|---|---|---|---|---|
| ⚛️ Physics | Dark Blue #1e40af |
Blue #3b82f6 |
Light Blue #60a5fa |
Pale Blue #93c5fd |
| 🧬 Biology | Dark Green #15803d |
Green #22c55e |
Light Green #4ade80 |
Mint #86efac |
| 🧪 Chemistry | Dark Orange #c2410c |
Orange #ea580c |
Light Orange #fb923c |
Peach #fdba74 |
| 🔢 Mathematics | Dark Purple #7c3aed |
Purple #a78bfa |
Light Purple #c4b5fd |
Pale Purple #ddd6fe |
Provided as-is for educational purposes.