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Poetry is just the evidence of life. If your life is burning well, poetry is just the ash
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In Silico Flurries: Computing a world of snow. Scientific American. 23 December 2017
thermodynamics + art
a Scientific American "SA Visual" story about beauty, imagination and machine learning by Jake Lever and myself.
It's Snowing in my CPU — a Snowflake catalogue
Art is science in love.
— E.F. Weisslitz
Go ahead, meet some snowflakes.
vullan
tanel
mardon
wanlo
refin
herbty
torom
Somewhere in the world, it's snowing. But you don't need to go far—it's always snowing on this page. Explore light flurries, snowflake families and individual flakes. There are many unusual snowflakes and snowflake family 12 and family 46 are very interesting.
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
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24
25
26
27
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29
30
31
32
33
34
35
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43
44
45
46
47
48
49
50
family 4
There are 727 flakes in this family.
liciacette
f
leenore
f
cirsey
f
herra
f
shereydas
f
ellmer
f
lixbath
f
liozbarda
f
dorisy
f
ilbber
f
mlarelelle
f
malleee
f
lonba
f
hilrane
f
ligberledie
f
maarmila
f
kaycie
f
cigcele
f
bestish
f
heille
f
ciorh
f
caurle
f
mersalyn
f
halel
f
loeish
f
leeleste
f
lezida
f
cinthelna
f
celita
f
chricelsce
f
lerisha
f
lilkita
f
enisha
f
cossha
f
deedia
f
lolede
f
diigie
f
mancire
f
myrtin
f
conjesconne
f
kayleeh
f
mellezia
f
lacee
f
hilzte
f
celee
f
clucie
f
lizfida
f
edelma
f
elizibad
f
challeun
f
kikki
f
lupisla
f
mrern
f
laloytha
f
diliere
f
lisaghetta
f
illare
f
miudie
f
lelza
f
dirido
f
lzishen
f
lirafile
f
libbertte
f
lituzia
f
cievie
f
kilsa
f
luislel
f
lisedettie
f
balice
f
elosone
f
hindraie
f
karineta
f
meachele
f
leirh
f
liablia
f
myrda
f
kaceny
f
doustie
f
leegne
f
hlladie
f
liejettie
f
lozlene
f
lettethe
f
lourss
f
chaista
f
loratella
f
bresan
f
deendra
f
lonta
f
holcey
f
lasonia
f
lonea
f
kilran
f
liesuta
f
danen
f
cricelde
f
lisegeth
f
merrlen
f
lilmreda
f
libichea
f
maryylla
f
litiable
f
cicdie
f
demermis
f
heidra
f
linnye
f
cinge
f
lizilie
f
charuleh
f
maibelet
f
hlishae
f
griang
f
limezie
f
kaitline
f
clodndy
f
doronda
f
liksethe
f
elitphea
f
kalbel
f
kalie
f
demiraa
f
leedy
f
milvea
f
likki
f
lelabets
f
helean
f
cleritta
f
elilda
f
camellee
f
sichu
f
roecelie
f
hilabe
f
kaide
f
levena
f
cacieka
f
chassiis
f
eltar
f
letisa
f
lilstethe
f
chanol
f
corleene
f
iellor
f
cllons
f
kaclacy
f
lidirthe
f
limlilma
f
marajatha
f
mictue
f
elizbett
f
lavinda
f
elsidea
f
marielleh
f
egeli
f
limiva
f
lepie
f
luzadi
f
celete
f
loona
f
loeette
f
lizritaz
f
lericee
f
elabie
f
luurye
f
kaletena
f
clessenc
f
luvida
f
chiona
f
celie
f
leveda
f
marizlla
f
elsedra
f
birdka
f
limbia
f
meisa
f
limbelle
f
covidl
f
chaun
f
limiphlin
f
losaina
f
corni
f
luuia
f
mazellen
f
danmica
f
karieo
f
elsanda
f
idome
f
camettin
f
ciddye
f
leglary
f
mircuy
f
bartil
f
liizga
f
mayrelico
f
deidr
f
chusta
f
lidma
f
eleisia
f
lidnie
f
kirmes
f
heona
f
iliargel
f
mamyla
f
chiki
f
beste
f
cidelle
f
cicidre
f
lidha
f
shoriena
f
rethenie
f
lisemeth
f
kilosa
f
sielec
f
cleeta
f
ionge
f
byebbiy
f
cenita
f
lidly
f
liszuzitta
f
ligezia
f
cilitane
f
doneetta
f
rotine
f
lyoba
f
lircied
f
elindra
f
clladra
f
ilabie
f
lilerete
f
lyessa
f
chrina
f
katlie
f
enesh
f
lelahlede
f
cicta
f
lupina
f
laphli
f
eliabria
f
iligera
f
marqwely
f
edfry
f
kacky
f
kambelle
f
cmendine
f
reore
f
lishmalia
f
karlke
f
ludan
f
coreenn
f
miogelia
f
dengselle
f
chiry
f
eleen
f
lorize
f
limgen
f
megagmia
f
chancelle
f
crays
f
chariesta
f
loretale
f
mareeta
f
hildy
f
kamena
f
shepeu
f
cirmey
f
leiselie
f
marogen
f
leriria
f
ilabetth
f
cheitta
f
colletten
f
mizsumin
f
lyzat
f
luzziu
f
misva
f
cicdel
f
liedy
f
elitana
f
cilene
f
magyr
f
dider
f
dobina
f
licra
f
katelyne
f
allisia
f
lilmiphime
f
killen
f
deesni
f
bervalina
f
dounde
f
leeen
f
ouelle
f
ingir
f
ethekai
f
liasne
f
mlistelle
f
lotanda
f
kimara
f
issiphla
f
cinbie
f
chenettane
f
ninsha
f
doegia
f
miria
f
crosto
f
carylln
f
ratela
f
maimesda
f
letie
f
heici
f
dameline
f
circhy
f
likzy
f
elibra
f
liegbir
f
liaselita
f
chashaldy
f
lidaea
f
maryssulka
f
niceta
f
letia
f
donnatta
f
migbin
f
shasyd
f
chipral
f
batrie
f
lunista
f
chichele
f
cirptil
f
eltana
f
miciletta
f
shorley
f
credrel
f
colmence
f
liloretie
f
limishamlim
f
hellarie
f
lisizla
f
leodry
f
lezebie
f
kather
f
caudet
f
likbo
f
sharmette
f
lynie
f
ligka
f
ellasiabeth
f
leefina
f
mondy
f
ciceree
f
celime
f
karea
f
codidda
f
cassind
f
eisha
f
eronne
f
lipebia
f
crastotho
f
lizey
f
perberto
m
ceallen
m
leuler
m
chane
m
lanion
m
bruan
m
bomin
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abter
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jovis
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elimo
m
auslen
m
jaroud
m
brodent
m
ohale
m
lelnard
m
guston
m
jujel
m
aberto
m
jarrol
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jerred
m
lisose
m
lavin
m
leoner
m
loyte
m
broitt
m
lorne
m
jonse
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andero
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loonce
m
danulal
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jaria
m
harecio
m
lavarie
m
brybert
m
darronc
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leynon
m
lalon
m
lebay
m
crytole
m
eliman
m
juant
m
cleoncey
m
deserl
m
daniy
m
johsh
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darud
m
basen
m
falrin
m
caripk
m
mamon
m
edite
m
greug
m
lelhor
m
autin
m
layro
m
luonzo
m
hihgay
m
alfonds
m
arrue
m
etete
m
shalnen
m
joshiap
m
coliag
m
vinbindo
m
claun
m
almun
m
darvinl
m
qrikan
m
grallil
m
delart
m
tilser
m
lamord
m
juhmue
m
eswine
m
gerant
m
mioan
m
larar
m
ardrald
m
alfane
m
brecd
m
charg
m
ararto
m
belre
m
cimhan
m
hermhas
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jornen
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elish
m
desdon
m
alnelo
m
everrel
m
bryance
m
alill
m
donnelt
m
lecio
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derel
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edrint
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johus
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loven
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luuseul
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judias
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ebran
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davern
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loneriy
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ledrey
m
ateriinae
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frace
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lannone
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darvy
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bratd
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babre
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darlo
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bertet
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austihae
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lunbans
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chadle
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doresl
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debrertt
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franceld
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lorreld
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edren
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brocb
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donwell
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barib
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braic
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milie
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eurey
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jormie
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reesh
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marrolce
m
jerod
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juvins
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dolad
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liond
m
darwond
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doricd
m
ganunle
m
bauct
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allano
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barrie
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ephay
m
loutan
m
ledin
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eunton
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clayn
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susiio
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baart
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machel
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ferdinde
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lovew
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juduls
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cisel
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danuy
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basun
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daptin
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barmict
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junsin
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dongey
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advaro
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lobilo
m
colus
m
belfie
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lomeol
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bernant
m
caler
m
caryan
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elmimon
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lalron
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attet
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danrie
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colvis
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elverto
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flinhnny
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alben
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layniy
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lolias
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androla
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hersy
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anler
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luapl
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stecer
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damiel
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vilell
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clusfuspe
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herhcce
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hersly
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frabton
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algon
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erfiad
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edewiet
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erlert
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losan
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malcel
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berit
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errich
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milous
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julear
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crontap
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fradter
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elerze
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jesel
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justir
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estey
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juutton
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berie
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peline
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heltord
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jarsel
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ellbe
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lanman
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dendont
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lilker
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aduus
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apton
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laston
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liure
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clisto
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lanlion
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corlesto
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atalhal
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ellerard
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dermia
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charly
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lannel
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bebbin
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lannan
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libase
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lavind
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erance
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lonald
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eamon
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jajak
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dowedd
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leycow
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alerf
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delard
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araso
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mickiis
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grigerig
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lanle
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avivan
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sanley
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samrenl
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adron
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crafk
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couney
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