latest news
resources
visualizations
presentations
lunch break
Distractions and amusements, with a sandwich and coffee.
Trance opera—Spente le Stelle
• be dramatic
• more quotes
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.
thadnere
sudika
warcenc
mardon
sumery
vinben
vicseer
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
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 35
There are 166 flakes in this family.
marwen
f
mishy
f
licazlet
f
lingenella
f
hennetth
f
jonsenca
f
lizadettia
f
menna
f
liebonn
f
shoben
f
ellazetta
f
liluesha
f
meanoka
f
bebola
f
marydoline
f
durelyd
f
mrussine
f
luelldia
f
sawatta
f
litby
f
luzette
f
lirtte
f
panelte
f
katye
f
cydte
f
kikko
f
balma
f
rethuny
f
lometha
f
lijelle
f
ligghredde
f
mariresta
f
shatinda
f
dlidgy
f
cilizod
f
meerla
f
ledina
f
meladey
f
mayamaie
f
liebtette
f
lelakis
f
lerora
f
libalret
f
lunditla
f
sundytta
f
mostine
f
onlin
f
limiblell
f
mabryen
f
luegbina
f
lathel
f
micatie
f
delona
f
sinita
f
macylle
f
cachie
f
karne
f
libedte
f
loverlia
f
loena
f
lerris
f
lisinda
f
nifla
f
lomane
f
kobeky
f
milxa
f
shlilly
f
linghle
f
rougarna
f
kacheel
f
masany
f
lorza
f
libhant
f
libkib
f
elitha
f
liamald
f
dolie
f
kaytha
f
lisuabit
f
lesse
f
mirmeliva
f
liyna
f
loselie
f
silpamit
f
eulpina
f
tirhan
m
lilser
m
jaemy
m
lossom
m
elarunk
m
heryardo
m
varnicn
m
jurnial
m
dewardo
m
dwanne
m
josas
m
joniil
m
milpis
m
ellibon
m
sacon
m
sesvan
m
ceyle
m
lendonal
m
halnen
m
eluerde
m
deadio
m
jemeol
m
laldon
m
dearoll
m
lormende
m
lanvey
m
lerarco
m
baulern
m
galan
m
lonnole
m
lilio
m
lallandy
m
elmord
m
stebvie
m
clistus
m
denard
m
chricce
m
tranty
m
parlicco
m
lusial
m
lelln
m
jouns
m
pelly
m
charceo
m
delon
m
rlamencc
m
lewanne
m
claston
m
lennerd
m
haares
m
jowes
m
grigo
m
lamio
m
saddon
m
louris
m
elvarlie
m
couptiph
m
lavven
m
dansen
m
lorener
m
lavie
m
elure
m
mical
m
daroce
m
marresl
m
galrinand
m
saney
m
leich
m
ferbey
m
launar
m
thicth
m
herice
m
cristopcer
m
denneto
m
ervan
m
loniod
m
kickho
m
sydrot
m
dorin
m
morucis
m
lwols
m