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Commit
2d1f87c1
authored
Dec 17, 2023
by
Jigyasa Watwani
Browse files
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Email Patches
Plain Diff
fixed small bugs
parent
43c1d1e3
Show whitespace changes
Inline
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Showing
4 changed files
with
55 additions
and
64 deletions
basic_model_only_density/parameters.json
basic_model_only_density/run_tissue.py
basic_model_only_density/tissue.py
basic_model_only_density/viz_tissue.py
basic_model_only_density/parameters.json
View file @
2d1f87c1
{
"resolution"
:
3
,
"resolution"
:
128
,
"system_size"
:
1.0
,
"elasticity"
:
1
,
"viscosity"
:
1
,
...
...
@@ -9,12 +9,12 @@
"diffusion_rho"
:
0.1
,
"turnover_rho"
:
1
,
"active_death"
:
false
,
"active_stress_setpoint"
:
3
,
"active_stress_setpoint"
:
1
,
"average_rho"
:
1.0
,
"saturation_rho"
:
1.0
,
"noise_level"
:
0.0
,
"timestep"
:
0.1
,
"timestep"
:
0.
0
1
,
"savetime"
:
0.1
,
"maxtime"
:
0.5
"maxtime"
:
100
}
\ No newline at end of file
basic_model_only_density/run_tissue.py
View file @
2d1f87c1
...
...
@@ -34,7 +34,7 @@ else:
print
(
'Extending run
%
s...'
%
parameters
[
'timestamp'
])
parametersFile
=
args
.
jsonfile
savesteps
=
int
(
parameters
[
'maxtime'
]
/
parameters
[
'savetime'
])
savesteps
=
round
(
parameters
[
'maxtime'
]
/
parameters
[
'savetime'
])
mesh
=
df
.
IntervalMesh
(
parameters
[
'resolution'
],
-
parameters
[
'system_size'
]
/
2
,
...
...
basic_model_only_density/tissue.py
View file @
2d1f87c1
...
...
@@ -10,7 +10,8 @@ class Tissue(object):
# read in parameters
for
key
in
parameters
:
setattr
(
self
,
key
,
parameters
[
key
])
# if no mesh is given
# if no mesh is given as initial condition, create one
if
mesh
is
None
:
self
.
mesh
=
df
.
IntervalMesh
(
self
.
resolution
,
-
self
.
system_size
/
2
,
...
...
@@ -20,6 +21,7 @@ class Tissue(object):
scalar_element
=
df
.
FiniteElement
(
'P'
,
self
.
mesh
.
ufl_cell
(),
1
)
vector_element
=
df
.
VectorElement
(
'P'
,
self
.
mesh
.
ufl_cell
(),
1
)
# u, v, rho
mixed_element
=
df
.
MixedElement
([
vector_element
,
vector_element
,
...
...
@@ -74,15 +76,11 @@ class Tissue(object):
trho
)
)
def
setup_initial_conditions
(
self
,
initu
=
None
,
initrho
=
None
):
if
initu
==
None
:
def
setup_initial_conditions
(
self
):
zero_vector
=
df
.
Constant
((
0.0
,))
u0
=
df
.
interpolate
(
zero_vector
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
else
:
u0
=
df
.
interpolate
(
initu
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
if
initrho
==
None
:
if
self
.
zero_rho_boundary
:
base_rho
=
0.0
else
:
...
...
@@ -94,8 +92,6 @@ class Tissue(object):
degree
=
1
,
PI
=
np
.
pi
),
self
.
function_space
.
sub
(
2
)
.
collapse
())
else
:
rho0
=
df
.
interpolate
(
initrho
,
self
.
function_space
.
sub
(
2
)
.
collapse
())
# velocity from u0 and rho0
VFS
=
self
.
function_space
.
sub
(
1
)
.
collapse
()
...
...
@@ -129,6 +125,7 @@ class Tissue(object):
def
solve
(
self
,
initu
=
None
,
initv
=
None
,
initrho
=
None
,
initTime
=
0
,
extend
=
False
):
# create files if they don't exist, open them if they do exist
self
.
uFile
=
df
.
XDMFFile
(
'
%
s_displacement.xdmf'
%
self
.
timestamp
)
...
...
@@ -137,72 +134,48 @@ class Tissue(object):
self
.
rhoFile
=
df
.
XDMFFile
(
'
%
s_density.xdmf'
%
self
.
timestamp
)
self
.
setup_initial_conditions
(
initu
,
initrho
)
# time-variables
self
.
time
=
initTime
savesteps
=
int
(
self
.
savetime
/
self
.
timestep
)
maxsteps
=
int
(
self
.
maxtime
/
self
.
timestep
)
# if this is a fresh run, write the initial condition, then move the mesh using initial velocity
# otherwise just move the mesh using initial velocity
u0
,
v0
,
rho0
=
self
.
function0
.
split
(
deepcopy
=
True
)
print
(
'time='
,
self
.
time
)
print
(
'u0[-1]='
,
u0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'u0[0]='
,
u0
.
compute_vertex_values
(
self
.
mesh
)[
0
])
print
(
'u0[-2]='
,
u0
.
compute_vertex_values
(
self
.
mesh
)[
-
2
])
print
(
'v0[-1]='
,
v0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho0[-2]='
,
rho0
.
compute_vertex_values
(
self
.
mesh
)[
-
2
])
print
(
'rho0[-1]='
,
rho0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho0[0]='
,
rho0
.
compute_vertex_values
(
self
.
mesh
)[
0
])
savesteps
=
round
(
self
.
savetime
/
self
.
timestep
)
maxsteps
=
round
(
self
.
maxtime
/
self
.
timestep
)
# if not extend, find the initial velocity, save the ic, move the mesh with this initial velocity
if
not
extend
:
self
.
setup_initial_conditions
()
u0
,
v0
,
rho0
=
self
.
function0
.
split
(
deepcopy
=
True
)
self
.
uFile
.
write_checkpoint
(
u0
,
'displacement'
,
self
.
time
)
self
.
vFile
.
write_checkpoint
(
v0
,
'velocity'
,
self
.
time
)
self
.
rhoFile
.
write_checkpoint
(
rho0
,
'density'
,
self
.
time
)
print
(
'time='
,
self
.
time
)
print
(
'u0[-1]='
,
u0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'u0[0]='
,
u0
.
compute_vertex_values
(
self
.
mesh
)[
0
])
print
(
'u0[-2]='
,
u0
.
compute_vertex_values
(
self
.
mesh
)[
-
2
])
print
(
'v0[-1]='
,
v0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho0[-2]='
,
rho0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho0[-1]='
,
rho0
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho0[0]='
,
rho0
.
compute_vertex_values
(
self
.
mesh
)[
0
])
# move mesh at the first time-point
dr0
=
df
.
project
(
v0
*
self
.
timestep
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
dr0
=
df
.
project
(
v0
*
self
.
timestep
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
df
.
ALE
.
move
(
self
.
mesh
,
dr0
)
# if extend, move the mesh with this initial velocity
else
:
u0
=
df
.
project
(
initu
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
v0
=
df
.
project
(
initv
,
self
.
function_space
.
sub
(
1
)
.
collapse
())
rho0
=
df
.
project
(
initrho
,
self
.
function_space
.
sub
(
2
)
.
collapse
())
dr0
=
df
.
project
(
v0
*
self
.
timestep
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
df
.
ALE
.
move
(
self
.
mesh
,
dr0
)
df
.
assign
(
self
.
function0
,
[
u0
,
v0
,
rho0
])
self
.
setup_weak_forms
()
for
steps
in
progressbar
.
progressbar
(
range
(
1
,
maxsteps
+
1
)):
self
.
time
+=
self
.
timestep
df
.
solve
(
self
.
form
==
0
,
self
.
function
,
self
.
bc
)
self
.
function0
.
assign
(
self
.
function
)
u
,
v
,
rho
=
self
.
function0
.
split
(
deepcopy
=
True
)
if
steps
%
savesteps
==
0
:
print
(
'time='
,
self
.
time
)
# if not extend:
self
.
uFile
.
write_checkpoint
(
u
,
'displacement'
,
self
.
time
,
append
=
True
)
self
.
vFile
.
write_checkpoint
(
v
,
'velocity'
,
self
.
time
,
append
=
True
)
self
.
rhoFile
.
write_checkpoint
(
rho
,
'density'
,
self
.
time
,
append
=
True
)
print
(
'u[-1]='
,
u
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'u[0]='
,
u
.
compute_vertex_values
(
self
.
mesh
)[
0
])
print
(
'u[-2]='
,
u
.
compute_vertex_values
(
self
.
mesh
)[
-
2
])
print
(
'v[-1]='
,
v
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho[-2]='
,
rho
.
compute_vertex_values
(
self
.
mesh
)[
-
2
])
print
(
'rho[-1]='
,
rho
.
compute_vertex_values
(
self
.
mesh
)[
-
1
])
print
(
'rho[0]='
,
rho
.
compute_vertex_values
(
self
.
mesh
)[
0
])
# move mesh
dr
=
df
.
project
(
v
*
self
.
timestep
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
dr
=
df
.
project
(
v
*
self
.
timestep
,
self
.
function_space
.
sub
(
0
)
.
collapse
())
df
.
ALE
.
move
(
self
.
mesh
,
dr
)
...
...
basic_model_only_density/viz_tissue.py
View file @
2d1f87c1
...
...
@@ -8,13 +8,12 @@ import matplotlib.pyplot as plt
from
tempfile
import
TemporaryDirectory
def
visualize
(
params
,
DIR
=
''
):
savesteps
=
int
(
params
[
'maxtime'
]
/
params
[
'savetime'
])
savesteps
=
round
(
params
[
'maxtime'
]
/
params
[
'savetime'
])
times
=
np
.
arange
(
savesteps
+
1
)
*
params
[
'savetime'
]
# Read mesh geometry from h5 file
var
=
'density'
h5
=
h5py
.
File
(
os
.
path
.
join
(
DIR
,
'
%
s_
%
s.h5'
%
(
params
[
'timestamp'
],
var
)),
"r"
)
h5
=
h5py
.
File
(
os
.
path
.
join
(
DIR
,
'
%
s_
%
s.h5'
%
(
params
[
'timestamp'
],
var
)),
"r"
)
# should be in the loop if remeshing
topology
=
np
.
array
(
h5
[
'
%
s/
%
s_0/mesh/topology'
%
(
var
,
var
)])
...
...
@@ -112,6 +111,7 @@ def visualize(params, DIR=''):
fc
=
'#999999'
)
slider
.
drawon
=
False
slider
.
on_changed
(
update
)
plt
.
show
()
# print('Saving movie-...')
# FPS = 50
...
...
@@ -164,7 +164,7 @@ def visualize(params, DIR=''):
fc
=
'#999999'
)
slider
.
drawon
=
False
slider
.
on_changed
(
update2
)
#
plt.show()
plt
.
show
()
# make movie
# print('Saving movie-...')
...
...
@@ -192,20 +192,28 @@ def visualize(params, DIR=''):
ax1
.
set_ylabel
(
'$L(t)$'
)
ax1
.
set_xlim
(
np
.
min
(
times
),
np
.
max
(
times
))
ax1
.
set_ylim
(
np
.
min
(
length
),
np
.
max
(
length
)
+
0.01
)
ax1
.
plot
(
times
,
length
)
ax1
.
tick_params
(
axis
=
'both'
,
which
=
'both'
,
labelsize
=
10
)
ax1
.
grid
(
True
)
ax1
.
plot
(
times
,
length
,
marker
=
'o'
,
ms
=
3
,
linestyle
=
'None'
)
plt
.
savefig
(
"
%
s.png"
%
params
[
'timestamp'
])
np
.
save
(
'
%
s_length.npy'
%
params
[
'timestamp'
],
length
)
fig2
,
ax2
=
plt
.
subplots
(
1
,
1
,
figsize
=
(
8
,
8
))
ax2
.
set_xlabel
(
'$t$'
)
ax2
.
set_ylabel
(
'$L(t)$'
)
ax2
.
loglog
(
times
,
length
)
ax2
.
tick_params
(
axis
=
'both'
,
which
=
'both'
,
labelsize
=
10
)
ax2
.
grid
(
True
)
ax2
.
loglog
(
times
,
length
,
marker
=
'o'
,
ms
=
3
,
linestyle
=
'None'
)
plt
.
savefig
(
"
%
s_loglog.png"
%
params
[
'timestamp'
])
fig3
,
ax3
=
plt
.
subplots
(
1
,
1
,
figsize
=
(
8
,
8
))
ax3
.
set_xlabel
(
'$t$'
)
ax3
.
set_ylabel
(
'$L(t)$'
)
ax3
.
semilogy
(
times
,
length
)
ax3
.
tick_params
(
axis
=
'both'
,
which
=
'both'
,
labelsize
=
10
)
ax3
.
grid
(
True
)
ax3
.
semilogy
(
times
,
length
,
marker
=
'o'
,
ms
=
3
,
linestyle
=
'None'
)
plt
.
savefig
(
"
%
s_semilog.png"
%
params
[
'timestamp'
])
# dldt vs t
...
...
@@ -215,19 +223,28 @@ def visualize(params, DIR=''):
ax11
.
set_ylabel
(
'$dL/dt$'
)
ax11
.
set_xlim
(
np
.
min
(
times
),
np
.
max
(
times
))
ax11
.
set_ylim
(
np
.
min
(
dldt
),
np
.
max
(
dldt
)
+
0.01
)
ax11
.
plot
(
times
,
dldt
)
ax11
.
tick_params
(
axis
=
'both'
,
which
=
'both'
,
labelsize
=
10
)
ax11
.
grid
(
True
)
ax11
.
plot
(
times
,
dldt
,
marker
=
'o'
,
ms
=
3
,
linestyle
=
'None'
)
plt
.
savefig
(
"
%
s_dldt.png"
%
params
[
'timestamp'
])
fig21
,
ax21
=
plt
.
subplots
(
1
,
1
,
figsize
=
(
8
,
8
))
ax21
.
set_xlabel
(
'$t$'
)
ax21
.
set_ylabel
(
'$dL/dt$'
)
ax21
.
loglog
(
times
,
dldt
)
ax21
.
tick_params
(
axis
=
'both'
,
which
=
'both'
,
labelsize
=
10
)
ax21
.
grid
(
True
)
ax21
.
loglog
(
times
,
dldt
,
marker
=
'o'
,
ms
=
3
,
linestyle
=
'None'
)
plt
.
savefig
(
"
%
s_loglog_dldt.png"
%
params
[
'timestamp'
])
fig31
,
ax31
=
plt
.
subplots
(
1
,
1
,
figsize
=
(
8
,
8
))
ax31
.
set_xlabel
(
'$t$'
)
ax31
.
set_ylabel
(
'$dL/dt$'
)
ax31
.
semilogy
(
times
,
dldt
)
ax31
.
tick_params
(
axis
=
'both'
,
which
=
'both'
,
labelsize
=
10
)
ax31
.
grid
(
True
)
ax31
.
semilogy
(
times
,
dldt
,
marker
=
'o'
,
ms
=
3
,
linestyle
=
'None'
)
plt
.
savefig
(
"
%
s_semilog_dldt.png"
%
params
[
'timestamp'
])
if
__name__
==
'__main__'
:
...
...
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