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janosh/diagrams

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janosh/diagrams has 713 GitHub stars and 79 forks. Star changes are not measured yet. Last checked 2026-11-14 16:21 UTC. Last push 2026-11-01.

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概要

Diagrams of concepts in physics/chemistry/ML

機械学習

README.md

オリジナル

137 Scientific Diagrams

Illustrating concepts in physics, chemistry and machine learning.

137 with Typst 72 with LaTeX Site Pull Requests Welcome DOI

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.

Title-row icons: References references · Creator creator · Original source original source.

                                             
2D Convolution  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: 2D Convolution Amplitude vs Frequency Modulation  Typst Reference: mgcsweek v2.0 Reference: Amplitude Modulation
2D Convolution Amplitude vs Frequency Modulation
Angular Momentum Quantization  Typst Creator: Izaak Neutelings Reference: quantization of orbital angular momentum Autoencoder Architectures  Typst Reference: Auto-Encoding Variational Bayes Reference: Denoising Variational Autoencoder
Angular Momentum Quantization Autoencoder Architectures
Ball Tree  Typst Reference: Ball Tree Basis + Lattice  LaTeX Typst Creator: Stefan Bringuier
Ball Tree Basis + Lattice
Bloch Sphere  LaTeX Typst Reference: qubit Reference: https://janosh.dev/physics/statistical-physics Bose-Einstein Distribution 3D  LaTeX Typst Reference: arxiv:1712.09863
Bloch Sphere Bose-Einstein Distribution 3D
Branch and Bound  Typst Reference: LP relaxation Branch Cuts 1  LaTeX Typst Reference: arxiv:1712.09863
Branch and Bound Branch Cuts 1
Branch Cuts 2  LaTeX Typst Burrows-Wheeler Transform  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Burrows-Wheeler Transform
Branch Cuts 2 Burrows-Wheeler Transform
Calabi-Yau Quintic  Typst Chain Homology  Typst Reference: homology group
Calabi-Yau Quintic Chain Homology
Change of Variables  Typst Creator: Juan Falgueras-Cano Reference: https://youtu.be/i7LjDvsLWCg?t=250 Chaotic Double Pendulum  Typst
Change of Variables Chaotic Double Pendulum
Complex Sign Function  Typst Convex Hull of Stability  LaTeX Typst Reference: Bartel (2022)
Complex Sign Function Convex Hull of Stability
Convexity and Jensen’s Inequality  Typst Reference: Convex Critical Temperature  LaTeX Typst
Convexity and Jensen’s Inequality Critical Temperature
Curved Spacetime Embedding  Typst CycleGAN  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: CycleGAN
Curved Spacetime Embedding CycleGAN
Cylinder to Plane  LaTeX Typst Reference: Radial quantization De Bruijn Graph  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: De Bruijn Graph
Cylinder to Plane De Bruijn Graph
Deep Belief Network  Typst Creator: Petar Veličković Original source: Petar Veličković: Deep Belief Network DFT Choices  LaTeX Typst
Deep Belief Network DFT Choices
DFT Jacob's Ladder  Typst Reference: Jacob's ladder of density functional approximations for the exchange-correlation energy Disk to Plane  LaTeX Typst Reference: conformal field theory
DFT Jacob's Ladder Disk to Plane
DNA Double Helix  Typst Creator: Petar Veličković Original source: Petar Veličković: DNA Double Helix Dropout  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Dropout
DNA Double Helix Dropout
Eightfold Way Baryon Octet  Typst Reference: The Eightfold Way: A Theory of Strong Interaction Symmetry Reference: Derivation of strong interactions from a gauge invariance Einstein Crystal  Typst Reference: Einstein model of a solid Reference: Zur Theorie der spezifischen Wärmen
Eightfold Way Baryon Octet Einstein Crystal
Electron-Positron Annihilation  Typst Reference: Evidence for planar events in e+e- annihilation at high energies Ergodic  Typst Reference: ergodic theory and statistical mechanics
Electron-Positron Annihilation Ergodic
Euler Angles  LaTeX Typst Creator: Dorian Depriester Original source: Dorian Depriester: Euler Angles Ferroelectric Response  LaTeX Typst Creator: Stefan Bringuier Reference: ferroelectric response
Euler Angles Ferroelectric Response
Feynman Building Blocks  Typst Feynman Diagram Loop  LaTeX Typst
Feynman Building Blocks Feynman Diagram Loop
Feynman Diagram One Point  LaTeX Typst Feynman Diagrams Loop Regulator  LaTeX Typst
Feynman Diagram One Point Feynman Diagrams Loop Regulator
Fractal Atlas  Typst Franck-Condon Principle  Typst Reference: Elementary processes of photochemical reactions Reference: A theory of intensity distribution in band systems
Fractal Atlas Franck-Condon Principle
Gas Pressure on Wall  LaTeX Typst Generative Adversarial Network  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Generative Adversarial Network
Gas Pressure on Wall Generative Adversarial Network
Geometric Bayes  LaTeX Typst Reference: 3blue1brown Gibbs Free Energy  Typst
Geometric Bayes Gibbs Free Energy
GPU Batching  Typst Grand Canonical Occupation Fluctuations  LaTeX Typst Reference: https://janosh.dev/physics/statistical-physics
GPU Batching Grand Canonical Occupation Fluctuations
Graph Isomorphism  LaTeX Typst Reference: isomorphic Graph Neural Networks  Typst Reference: Graph Attention Networks Reference: Graph Attention Networks
Graph Isomorphism Graph Neural Networks
Graphene on hBN Moire  Typst Gravitons  LaTeX Typst Reference: functional renormalization group
Graphene on hBN Moire Gravitons
Gun Tackle  Typst Creator: Clemens Koza Original source: Clemens Koza: Gun Tackle GW Approximation  Typst Reference: New method for calculating the one-particle Green's function with application to the electron-gas problem Reference: Electron correlation in semiconductors and insulators: Band gaps and quasiparticle energies
Gun Tackle GW Approximation
H2 Bond Breaking  Typst Hamiltonian Graph  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Hamiltonian Graph
H2 Bond Breaking Hamiltonian Graph
Harmonic, Anharmonic and TDEP Phonons  Typst Reference: Scattering of neutrons by an anharmonic crystal Reference: Lattice dynamics of anharmonic solids from first principles High Entropy Alloy  LaTeX Typst Reference: Wiki article
Harmonic, Anharmonic and TDEP Phonons High Entropy Alloy
How Atoms Become Energy Bands  Typst Reference: tight-binding model Hydrogen Spectral Series  Typst
How Atoms Become Energy Bands Hydrogen Spectral Series
Ising Model Phase Transition  Typst Reference: Crystal Statistics. I. A Two-Dimensional Model with an Order-Disorder Transition Reference: The Spontaneous Magnetization of a Two-Dimensional Ising Model Isotherms  LaTeX Typst Reference: ideal gas law
Ising Model Phase Transition Isotherms
k-Nearest Neighbors  Typst Reference: https://link.springer.com/article/10.1007/s10668-023-03800-1/figures/5 Reference: K-Nearest Neighbors k-Space  LaTeX Typst
k-Nearest Neighbors k-Space
Kohn Sham Cycle  LaTeX Typst Light  Typst Reference: Maxwell's equations
Kohn Sham Cycle Light
Long Short-Term Memory  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Long Short-Term Memory M-Theory  LaTeX Typst Reference: Edward Witten's formulation of M-Theory in 1995 Reference: Carroll's excellent post
Long Short-Term Memory M-Theory
MADE  LaTeX Typst Reference: arxiv:1502.03509 Magnetism Types  Typst Reference: Altermagnetism
MADE Magnetism Types
Materials Informatics  Typst Reference: this Computer Physics Communications paper Reference: Coulomb-matrix definition Materials Informatics Challenges  LaTeX Typst Reference: https://tex.stackexchange.com/a/387466
Materials Informatics Materials Informatics Challenges
Matsubara Contours  Typst Reference: thermal field theory contour constructions Maximum Flow Problem  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Maximum Flow Problem
Matsubara Contours Maximum Flow Problem
Maxwell Boltzmann Distribution  LaTeX Typst ML Activations  Typst Reference: Activation functions
Maxwell Boltzmann Distribution ML Activations
MOSFET  LaTeX Typst Reference: metal-oxide-semiconductor field-effect transistor Multilayer Perceptron  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Multilayer Perceptron
MOSFET Multilayer Perceptron
NMOSFET Amplifier Circuit  Typst Creator: Kreijstal Normalizing Flows  Typst Reference: Real NVP Reference: Masked Autoregressive Flow
NMOSFET Amplifier Circuit Normalizing Flows
Operator Orderings  LaTeX Typst Organic Molecule  LaTeX Typst Reference: Beta-methylamino-DL-alanine - C₄H₁₀N₂O₂ Reference: https://tex.stackexchange.com/q/453740
Operator Orderings Organic Molecule
Otto Cycle  LaTeX Typst Reference: Otto cycle Particle Statistics  Typst
Otto Cycle Particle Statistics
Particle vs String Interactions  Typst Reference: String Theory, Vol. 1: An Introduction to the Bosonic String Periodic Table  LaTeX Typst Original source: Ivan Griffin: Periodic Table Reference: periodic table of elements
Particle vs String Interactions Periodic Table
Physics Mindmap  Typst Plane to Torus  LaTeX Typst
Physics Mindmap Plane to Torus
Plate Capacitor  LaTeX Typst Original source: Izaak Neutelings: Plate Capacitor Propagator Fluctuations  LaTeX Typst
Plate Capacitor Propagator Fluctuations
QFT Propagator Poles  LaTeX Typst QFT Propagators  LaTeX Typst
QFT Propagator Poles QFT Propagators
Cost vs Accuracy in Quantum Mechanical Simulations  Typst Reference: Psi4 FNOCC methods Reference: conventional cubic DFT and linear-scaling alternatives Quantum Harmonic Oscillator  Typst Reference: MIT harmonic oscillator in thermal equilibrium
Cost vs Accuracy in Quantum Mechanical Simulations Quantum Harmonic Oscillator
Random Forest  LaTeX Typst Reference: Breiman 2001 Random Phase Approximation  Typst Reference: A collective description of electron interactions: III. Coulomb interactions in a degenerate electron gas Reference: Correlation energy of an electron gas at high density
Random Forest Random Phase Approximation
Regular vs Bayes NN  LaTeX Typst Reference: Bayesian neural networks Regulated and Unregulated Propagators  Typst
Regular vs Bayes NN Regulated and Unregulated Propagators
Reinforcement Learning Greedy Policy  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Reinforcement Learning Greedy Policy RG Flow in Theory Space  LaTeX Typst Reference: Exact evolution equation for the effective potential
Reinforcement Learning Greedy Policy RG Flow in Theory Space
ROC Curve  Typst Reference: Receiver Operating Characteristic curve Roost Update  LaTeX Typst Reference: Roost
ROC Curve Roost Update
Running Gauge Couplings  Typst Reference: Review of Particle Physics Reference: Grand unified theories and proton decay Sabatier Principle  LaTeX Typst Reference: From the Sabatier principle to a predictive theory of transition-metal heterogeneous catalysis
Running Gauge Couplings Sabatier Principle
Saddle Point  LaTeX Typst Scattering Detailed Balance  LaTeX Typst
Saddle Point Scattering Detailed Balance
Seebeck Effect  LaTeX Typst Self Attention  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Self Attention
Seebeck Effect Self Attention
Semi-supervised Learning  Typst Creator: Petar Veličković Original source: Petar Veličković: Semi-supervised Learning Shortest Path in Weighted Graph  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Shortest Path in Weighted Graph
Semi-supervised Learning Shortest Path in Weighted Graph
Sierpinski Triangle  Typst Reference: Construction of Sierpiński Triangles up to the Fifth Order Signal Sampling  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Signal Sampling
Sierpinski Triangle Signal Sampling
Single-head attention  LaTeX Typst Creator: Francois Fleuret Original source: Francois Fleuret: Single-head attention Skip Connection  LaTeX Typst Reference: ResNet paper
Single-head attention Skip Connection
Spherical Volume Element  Typst Spontaneous Magnetization  LaTeX Typst
Spherical Volume Element Spontaneous Magnetization
Stacking Faults  Typst Reference: stacking fault String Worldsheet Topologies  Typst Reference: David Tong, String Theory, section 6
Stacking Faults String Worldsheet Topologies
Sublattice Points  Typst Original source: Kohei Shinohara: Crystal Symmetry Primer Source repository: Kohei Shinohara: Crystal Symmetry Primer Supervised Learning Setup  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Supervised Learning Setup
Sublattice Points Supervised Learning Setup
Symmetry Breaking  Typst Thermodynamic Ensemble Transforms  LaTeX Typst
Symmetry Breaking Thermodynamic Ensemble Transforms
Thermodynamic Potentials Venn Diagram  Typst Reference: R. K. P. Zia, Edward F. Redish, and Susan R. McKay, "Thermodynamic Venn diagrams: Sorting out forces, fluxes, and Legendre transforms," American Journal of Physics 79, 950 (2011). DOI: 10.1119/1.3599177 θ-β-M Diagram  Typst Creator: Philipp Dobler Original source: Philipp Dobler: θ-β-M Diagram
Thermodynamic Potentials Venn Diagram θ-β-M Diagram
Thomson Scattering  LaTeX Typst Creator: Stefan Bringuier Timed Event Graph  Typst Creator: Kreijstal Reference: Petri nets
Thomson Scattering Timed Event Graph
Tori  LaTeX Typst Torus  LaTeX Typst
Tori Torus
Torus Fundamental Domain  LaTeX Typst Train-Test Split  Typst Reference: train-test split
Torus Fundamental Domain Train-Test Split
Wannierization and Wannier Centers  Typst Reference: Maximally localized Wannier functions: Theory and applications Reference: Maximally localized generalized Wannier functions for composite energy bands Web Graph  LaTeX Typst Creator: Petar Veličković Original source: Petar Veličković: Web Graph
Wannierization and Wannier Centers Web Graph
Wetterich Equation  LaTeX Typst Which Band Gap Do You Mean?  Typst Reference: derivative discontinuity
Wetterich Equation Which Band Gap Do You Mean?
Wyckoff Positions  LaTeX Typst Original source: Wyckoff Positions Reference: "Wyckoff Set Regression for Materials Discovery" XC Functional  Typst
Wyckoff Positions XC Functional
zT vs n  Typst Reference: α–ln σ plot as a thermoelectric material performance indicator  
zT vs n  

Scripts

Export diagrams as PDF, SVG, PNG, and AVIF:

uv run --no-project --with pyyaml scripts/render_typst.py assets/bloch-sphere/bloch-sphere.typ
uv run --no-project --with pyyaml scripts/render_tikz.py assets/bloch-sphere/bloch-sphere.tex

Requires Typst or LaTeX (latexmk), ImageMagick, and ZopfliPNG. TikZ also needs Ghostscript; pdf2svg enables SVG export. Set preserve_colors: true in metadata to disable dark-mode recoloring.

Python and metadata checks

uv run --no-project --python 3.14 --with pytest --with pyyaml pytest -q
prek run --all-files

Rendering tests need the tools above. Metadata requires title, description, and unique tags.

Site visual checks

cd site
pnpm exec playwright install --only-shell chromium
pnpm build
pnpm test:visual

For intentional visual changes, run pnpm test:visual:update and review the PNG diffs.

📖   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
}