@ExUtumno profile picture
Maxim Gumin @ExUtumno

Prince of probabilistic models, procgen messiah, tamer of Markov chains, the untrolled, necromancer of topics github.com/mxgmn

Joined December 2015
  • Tweets 1,299
  • Following 1,212
  • Followers 10,366
185 Photos and videos
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Maxim Gumin@ExUtumno
30 Sep 2016
Procedural generation from a single example by wave function collapse github.com/mxgmn/WaveFunctio…
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Andrii Babintsev 🇺🇦@SnakeMGL
7 Jul 2025
New project: HexCastle 🔥Live: hexcastle.andriibabintsev.co… Wave Function Collapse is quite fun!
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Felix Turner
@felixturner
Mar 9
I built a procedural medieval island map generator using Wave Function Collapse on hex grids. 4,100 cells, 900 possible states per cell, 60fps on mobile. Wrote up the whole process with lessons learned. Links below 👇 #threejs #webgpu
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Fennec@_Fennec_Xyz
28 Apr 2025
Building a blazing fast ⚡ Wave Function Collapse solver for three.js Sharing some technical notes on how I’m squeezing performance out of every frame. (WIP 🚧 - but already interactive and ultra-fast!) #threejs #gamedev #WFC #creativecoding 🧵1/6
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Tommy Dräger
@mlsprwr
5 Mar 2025
A while ago, I posted that browser-based editor that creates isometric maps using Wave Function Collapse (WFC). I forgot to share most important thing of all, the url😖!! apps.fenixfox-studios.com/wa… #WFC #isometric #pixelart #gamedev #gamedevelopment #indiedev
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algoritmic@algoritmic
23 Aug 2024
MarkovJunior is a probabilistic programming language where programs are combinations of rewrite rules and inference is performed via constraint propagation github.com/mxgmn/MarkovJunio…
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Samuel Lundsten@SamuelLundsten
17 Feb 2024
Tried porting the generator to Godot. No fancy tiles nor collapse heuristic, but a navigability flood-fill, placing trees at unreachable tiles.
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madison@dearmadisonblue
29 Aug 2023
i still think about this program, definitely one of my favorites
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Cool work! Apparently, you can generate locally-similar shapes using graph grammars.
Paul Merrell@paul_merrell42
9 Aug 2023
For many years, I've been developing a new procedural modeling technique that overcomes many of the limitations of my PhD work on Model Synthesis and WFC. It's a completely new approach that uses graph grammars. It doesn't use tiles. I just presented it at SIGGRAPH!
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Maxim Gumin@ExUtumno
11 Jul 2023
These structures are made of small tiles!
Élie Michel 🍪@exppad
11 Jul 2023
Pleased to announce the publication of our #MesoGen paper at #SIGGRAPH2023! 🥳 Come and design rich #mesostructures thanks to our tile-based workflow! With @boubek 📔Webpage & paper: eliemichel.github.io/MesoGen ⚙️Open Source: github.com/eliemichel/MesoGe… 📽️Video: youtu.be/AXDTo-JkECc
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Marian@marian42_
20 Jun 2023
New blog post: Generating an infinite world with the Wave Function Collapse algorithm >> marian42.de/article/infinite…
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Tommy Dräger
@mlsprwr
30 Mar 2023
I Just developed a browser-based editor that creates beautiful isometric tile maps in pixel art style! Inspired by @OskSta's work I've started my own WFC project. Stay tuned - more improvements to come! #WFC #isometric #pixelart #gamedev #gamedevelopment #indiedev
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Samuel Lundsten@SamuelLundsten
15 Feb 2023
"A few tiles later".. rewrote the WFC algorithm, so now it has a good navigability heuristic and some other neat stuff. Maybe the next @BadNorthGame should take place in the forest, like this?
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BorisTheBrave@boris_brave
16 Jan 2023
I've never actually explained about DeBroglie/Tessera's path constraint, despite it being the most useful feature I've written. Basically, it's an enhancement for #wavefunctioncollapse procedural generation that can for the generation to be globally connected.🧵
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Paul 🧙‍♂️@Occult_Games
13 Jan 2023
Added different rooms to my dungeon generator. The algorithm mostly relies on a find a replace routine. I want to try house generation next. Heavily inspired by work done by @ExUtumno #screenshotsaturday #gamedev #indiedev #indiegame #IndieGameDev #pixelart #voxels #raytracing
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Hans Chiu
@chiu_hans
19 Nov 2022
Days 19-20: Hidden Dwelling 🏠 #nodevember #nodevember2022 #B3D #GeometryNodes
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Alasdair@lasdairmott
13 Nov 2022
#procgen #wfc
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Marc Kletz | Discovery Islands@MarcKletz
20 Sep 2022
2D Wave function collapse with backtracking and freely adjustable socket rules, including exception tiles. Made with a free tile set from @KenneyNL #madewithunity #gamedev
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miku@BaroqueEngine
11 Jul 2022
#csharp #markovjunior 030 MarkovJunior
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🦋 shiffman.lol@shiffman
3 Jul 2022
🚂Wave Function Collapse Video!🚂 Coding the tiled model in @p5xjs! 80 minute condensed version of ~9 hours of live streaming premiering with a live chat! Come and say hello!
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The Coding Train@thecodingtrain
3 Jul 2022
Did someone say Wave Function Collapse?? 👀👀 🎥 youtube.com/watch?v=rI_y2GAl…
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