127 Scientific Diagrams

Illustrating concepts in physics, chemistry and machine learning.

janosh.github.io/diagrams allows searching, sorting, opening in Overleaf and downloading figures (PDF/SVG/PNG) from this collection.

Have a TikZ/CeTZ diagram you'd like to share? Submit a PR with a .tex or .typ and a corresponding metadata .yml file in the assets/ directory and add yourself to the citation.cff file.

2d Convolution	Angular Momentum Quantization
Atomistic GPU Batching	Autoencoder
Ball Tree	Basis + Lattice
Bloch Sphere	Bose Einstein Distribution
Bose Einstein Distribution 3d	Branch and Bound
Branch Cuts 1	Branch Cuts 2
Change of Variables	Closed String Topologies
Complex Sign Function	Complex Sign Plane
Concave Functions	Convex Functions
Convex Hull of Stability	Critical Temperature
Cylinder to Plane	DFT Choices
DFT Jacob's Ladder	DFT MLFF CFF Speed Accuracy Transfer
Disk to Plane	Divergence
Dropout	Ergodic
Euler Angles	Fermi-Dirac Distribution
Ferroelectric Response	Feynman Diagram 1
Feynman Diagram 2	Feynman Diagram 3
Feynman Diagram 4	Feynman Diagram Loop
Feynman Diagram Loops	Feynman Diagram One Point
Feynman Diagram Propagator Loop	Feynman Diagrams Loop Regulator
Four Vs of Data	Gas Pressure on Wall
Generative Adversarial Network	Geometric Bayes
GNN Node Aggregation	Grand Canonical Occupation Fluctuations
Graph Isomorphism	Gravitons
Gun Tackle	Harmonic Oscillator Energy vs Angular Frequency
Harmonic Oscillator Energy vs inverse Temperature	Heatmap
Higgs Potential	High Entropy Alloy
In-Flight Auto-Batcher	Isotherms
Jensens Inequality	k-Nearest Neighbors
k-Space	Kohn Sham Cycle
Light	M-Theory
MADE	Masked Autoregressive Flow
Materials Informatics	Materials Informatics Challenges
Matsubara Contour 1	Matsubara Contour 2
Matsubara Contour 3	Matsubara Contour 4
Matsubara Contour 5	Matsubara Contour Deformation
Maxwell Boltzmann Distribution	Mexican Hat
ML Activations	Momentum Shell
MOSFET	NMOSFET Amplifier Circuit
Normalizing Flow	Normalizing Flow Coupling Layer
Open String Topologies	Operator Orderings
Organic Molecule	Otto Cycle
Periodic Table	Physics Mindmap
Plane to Torus	Plate Capacitor
Potential Triangle	Propagator Fluctuations
QFT Propagator Poles	QFT Propagators
Cost vs Accuracy in Quantum Mechanical Simulations	Random Forest
Regular vs Bayes NN	RG Flow in Theory Space
Risk-Opportunity Matrix	RNVP Affine Coupling Layer
ROC Curve	Roost Update
Sabatier Principle	Saddle Point
Scattering Detailed Balance	Seebeck Effect
Self Attention	Sierpinski Triangle
Single-head attention	Skip Connection
Sparse Autoencoder	Spontaneous Magnetization
Statistical Energy Distributions	Sublattice Points
Tanh	Thermodynamic Ensemble transforms
Thermodynamic Potentials Venn Diagram	θ-β-M Diagram
Thomson Scattering	Timed Event Graph
Tori	Torus
Torus Fundamental Domain	Train-Test Split
Two Point No Cutoff	Two-point Propagator Flow
Unregularized Propagator Diagrams	Variational Autoencoder
Wetterich Equation	Wyckoff Positions
zT vs n

Scripts

Files in /scripts render and convert the .typ and .tex files in /assets to various formats:

• low + high-res PNG
• PDF
• SVG

To run the scripts requires the following dependencies:

• pdf-compressor (pip install pdf-compressor)
• gs (GhostScript) (optional, worse compression but needs no API key so less setup than pdf-compressor)
• pdf2svg (brew install pdf2svg)
• convert (part of ImageMagick)
• pngquant (brew install pngquant)
• zopflipng (brew install zopfli)

To run pdf-compressor directly or to use it as part of the render-(typst|tikz).py pipeline, you need a free public API key from https://developer.ilovepdf.com. Pass it to pdf-compressor with:

pdf-compressor --set-api-key project_public_7c854a9db0...

📖   How to cite

You can cite the Zenodo record using the following BibTeX entry:

@software{riebesell_diagrams_2020,
  title = {Collection of scientific diagrams},
  author = {Riebesell, Janosh and Bringuier, Stefan},
  date = {2020-08-09},
  year = {2020},
  doi = {10.5281/zenodo.7486911},
  url = {https://github.com/janosh/diagrams},
  note = {10.5281/zenodo.7486911 - https://github.com/janosh/diagrams},
  version = {0.2.0},
  urldate = {2023-01-01}, % optional, replace with your date of access
}