thermodynamics
**+** art

These are the words that not in the English language, but should be. Using a recurrent neural network, I generate

*unnames*,

*unfeelings*,

*uncountries*,

*undrugs* and

*unanimals*, among others.

It's about time we start studying the *femome* and *manome*

# It's Snowing in my CPU — a Snowflake catalogue

She was all stars and arrows, squares and triangles of ice and light, like a church window; she was like a flower with many shining petals; she was like lace and she was like a diamond. But best of all, she was herself and unlike any of her kind.

— Paul Gallico, *Snowflake*

Somewhere in the world, it's snowing. But you don't need to go far—it's always snowing on this page. Explore random flurries, snowflake families and individual flakes. There are many unusual snowflakes and snowflake family 12 and family 46 are very interesting.

But don't settle for only pixel snowflakes—make an STL file and 3D print your own flakes!

Ad blockers may interfere with some flake images—the names of flakes can trigger ad filters.

And if after reading about my flakes you want more, get your frozen fix with Kenneth Libbrecht's excellent work and Paul Gallico's Snowflake.

## flake families

Flakes are grouped into 50 families using k-means clustering. Families are ordered by the number of flakes in each family—family 1 has the largest number of flakes and family 50 the smallest.

The flakes below are random samples from each family.

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

36

37

38

39

40

41

42

43

44

45

46

47

48

49

50

## family 15

There are 320 flakes in this family.

sildeth
f

meriell
f

licseth
f

lelcea
f

madkue
f

lotueda
f

lezteth
f

mitza
f

liudy
f

elysol
f

rasarie
f

serik
f

siluen
f

lemina
f

hietha
f

weidod
f

mishanka
f

liiann
f

leloisra
f

lyzsa
f

suedra
f

lizuatte
f

manita
f

lilgda
f

edlie
f

rozin
f

starte
f

mayogke
f

marliene
f

manetle
f

liellenede
f

locia
f

siese
f

lixabielle
f

kinita
f

dorih
f

lilpabir
f

luuilla
f

cheela
f

slina
f

mirsilsz
f

litlia
f

migsh
f

lidrrede
f

lomeila
f

meral
f

cilsa
f

sietta
f

songetsa
f

slyea
f

kinise
f

limailet
f

sinla
f

likie
f

riderce
f

somosa
f

livialle
f

lueitta
f

varde
f

liethette
f

lyzla
f

reurda
f

liebetreide
f

slendtila
f

liszya
f

rachilde
f

mirspa
f

toreeh
f

liphia
f

lisdaide
f

lissmel
f

milzy
f

mornaine
f

silanet
f

sitrie
f

liodan
f

corin
f

siloga
f

wilaida
f

nilly
f

kadris
f

vilvinga
f

elssea
f

liogrel
f

rodesta
f

lileteth
f

elsti
f

kilma
f

kilda
f

lovenda
f

verika
f

coriz
f

liigbelli
f

pinetta
f

lothy
f

chireca
f

sictorel
f

mituann
f

parmicia
f

myrth
f

loxale
f

melta
f

mcoddetci
f

miszee
f

shivells
f

mershelll
f

radye
f

sicceel
f

shong
f

meyda
f

meretten
f

rowma
f

lozbanne
f

samrica
f

mirssil
f

hisse
f

mirdandi
f

sonelle
f

savatka
f

slita
f

morlann
f

satisia
f

sulicie
f

phattil
f

mirvga
f

mamelene
f

liluinea
f

linctia
f

cicuita
f

somelle
f

sleminta
f

lilitale
f

lurlyn
f

sienne
f

linez
f

lisiablitle
f

seerena
f

suellena
f

rumie
f

sonieh
f

lielphe
f

marvatta
f

lilsra
f

seerie
f

makolia
f

allys
f

leluta
f

sueldia
f

lisebhellet
f

eleitha
f

emelie
f

martetta
f

sichy
f

siolen
f

emolyn
f

limllil
f

soshya
f

lonnon
m

lemuy
m

lesne
m

wislenly
m

lulans
m

leonl
m

lomand
m

marros
m

vincento
m

momue
m

tivir
m

magrald
m

darend
m

killon
m

landas
m

lurfan
m

thrett
m

merroy
m

midlor
m

pitto
m

lorgen
m

latwal
m

walborz
m

ronilie
m

vavhen
m

shewy
m

rodaveral
m

callie
m

mongy
m

saurvin
m

nacal
m

thrib
m

terrante
m

vewry
m

shinge
m

lewhente
m

sihden
m

varry
m

patlon
m

jolio
m

phile
m

mommam
m

lvaun
m

jusay
m

daton
m

dogles
m

wantron
m

moston
m

luneul
m

sadriel
m

vilir
m

rilol
m

susgo
m

mackol
m

lelandol
m

tarcen
m

thinhe
m

mihlelm
m

denun
m

selbord
m

lonmie
m

hermer
m

henay
m

sanlo
m

sasgo
m

tyare
m

lorin
m

jospe
m

carlen
m

lanmone
m

sasdy
m

tuspey
m

naren
m

seldus
m

stacane
m

tibcis
m

tyrel
m

rondie
m

gilar
m

tilol
m

herlerte
m

walvon
m

morcicco
m

moceus
m

stelps
m

firtone
m

duustey
m

morde
m

steman
m

pascio
m

lolen
m

majuil
m

luyne
m

dennato
m

loloy
m

ellsordo
m

terricce
m

marrint
m

donly
m

tiedor
m

normint
m

mikmel
m

lounie
m

tettor
m

lanrine
m

jahey
m

lelarw
m

morgo
m

eawin
m

lente
m

mocol
m

nablan
m

colie
m

milmum
m

caslen
m

legery
m

tictotet
m

miqee
m

mosed
m

natlan
m

warver
m

mhiut
m

leint
m

rydane
m

mylan
m

monwe
m

migcel
m

justan
m

senen
m

luanto
m

solin
m

terven
m

towwant
m

rukolle
m

errwwe
m

linto
m

wamin
m

natto
m

theomo
m

rodon
m

antin
m

lauweld
m

liinle
m

malor
m

lawon
m

lemerto
m

lysel
m

losey
m

thanhy
m

rerto
m

lonnell
m

jarlel
m

mlenin
m

trime
m

raltor
m

toreet
m

taren
m

jusuas
m

terert
m

thican
m

hunno
m

taynor
m

terrict
m