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
Iron Lattice Ferrox Logo	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
}