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
Chain Homology	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
}