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From YouTube: inverse-theory-part-5
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A
Your
comments,
that
is
there,
so
how
do
you
do
that?
Well,
you
can
do
that
by
making
a
reference
model,
in
fact
a
majority.
Basically,
it's
the
data,
you're
gonna,
make
sure
that
your
query
and
then
your
reference
model
that
is
representative
of
the
model
without
the
future,
assign
a
high
waiting
W
acts
to
this
part,
to
try
to
force
it
post
to
this
reference
and
see
what
happens.
So
we
did
that
in
this
case,
and
the
result
was
something
it
looks
like
this.
A
Basically,
this
high
conductivity
feature
more
or
less
went
away,
so
it's
not
surprising
really
that
it
did,
because
it's
kind
of
on
the
outside
of
the
of
the
day
that
array,
but
it
basically
really
diminished-
and
you
just
wouldn't-
have
a
lot
of
confidence
that
that's.
There
is
one
way
of
kind
of
hypothesis
testing
and
we've
just
had
a
number
of
times
to
help
clarify
with
her.
Something
is
really.
A
A
A
A
A
A
It
can
really
torque
your
conversation
often
to
live
because
they
might
be
posted
so
I'm
at
and
then
you
say,
I
love
wouldn't
really
be
resolution
to
see
that
a
little
door.
Look
at
that.
So
you
need
to
cut
things
off
before
you
show
it
to
yeah.
This
is
sort
of.
Can
it
help?
Sometimes
just
do
it
yeah.
You
know
you
rang
two
inversions,
but
you
probably
want
to
do
anyway
and
see
what
the
difference
is.
A
The
other
thing
that
is
very
usefully
employed
is
to
do
parametric
representations
of
what
you're
looking
for
so
they
sometimes
in
order
to
solve
the
forward
problem.
You
need
to
have
you
know
under
counselor
million
cells
to
be
working
with,
but
when
you
do
the
inverse
problem,
there's
there's
possibly
simply
you
just
don't
have
the
sensitivity
of
data
to
be
finding
kind
of
resolution.
A
A
A
A
A
A
A
If
you
came
to
interpret
just
how
your
department
forward
monitors
and
then
you
can
go
ahead,
that's
a
huge
power,
I
think
about
object-oriented
programming
and
generation
of
a
package
that
allows
you
to
link
up
a
whole
bunch
of
different
one
tools
at
solve
different
kinds
of
problems.
It
greatly
accelerates
the
researchers.
A
A
So
in
setting
up
a
virgin
these
different
systems,
the
important
part
here,
this
frequency
domain
sister
at
this
high
frequency
and
doesn't
have
a
very
large
infestation,
maybe
70
meters,
the
ground,
I'm
immune
system-
might
see.
Look
at
deep,
380
term
Cisco
the
disease
that
I'm
impressed
to
see
in
100
meters.
A
A
A
Debility
conductivity,
and
so
many
called
particle
is
related
clarity,
but
we
secrets
he's
popular
in
fact
serve
a
different
operation,
this
age
in
Europe,
there's
more
against
the
instability
modern
country,
whereas
in
behavior
lonely
density,
low
durability
and
the
moderately
high
cognitive.
So
there
the
different
kind
of
characteristics,
combinations,
so
one
could
imagine
occupation
whereby
we
choose
a
high
density,
susceptibility,
high
conductivity
and
low
charge
ability.
She
could
imagine
various
combinations
of
these
things,
giving
rise
to
it
call
physical
rock
unit.
A
So
we
can
do
that
by
looking
at
our
various,
so
we
bring
them
together.
They
see
me
with
that.
The
number
of
different
airborne
M
system
that
we
define
computed
the
conductivity
I
showed
you
this
before
we
have
a
conductivity
wall
over
the
year.
So
that's
that's
one
piece
of
information.
We
are
potentials,
so
we've
got
three
and
we've
got
I'm,
sorry
gravity.
A
A
A
A
A
A
A
There's
no
concentration
of
points
here.
Concentration
two
points
there.
So
that
means
that
these
models,
we
did
apparently
fit
their
data
they're,
not
really
compatible
with
the
technical
data,
we're
not
going
to
have
kind
of
solution.
That
is
like
it's
something
of
that's
concentration
here
operations
here
and
maybe
that's
what
we
like.
A
A
A
A
A
So
that
is
kind
of
where
we're
going.
This
is
pretty
recent
stuff.
From
our
perspective,
Tebow
is
just
submitted
a
first
paper
on
that,
but
I
I
think
a
lot
of
promise
and
the
other
thing
that
we're
kind
of
going.
It's
not
only
it's
that
conclusively
guided
version,
but
also
incorporating
that
with
the
l0
l1
norm
Jake.
So
the
combination
of
those
two
things
I
think
are
gonna,
make
a
good
step
forward.
A
A
So
you
seen
this
here's
our
goal.
This
is
where
we
started
this
morning,
like
an
owner
to
do
digna
SPG
here
on
okay,
mom,
Sheila,
Scott
and
I
just
want
to
run
through,
like
one
slide
for
each
of
these
just
to
I,
remember
very
work
so
that
first
part
we
were
just
they
try
and
expect
a
scene
about
math
and
non-uniqueness.
A
A
A
A
A
A
A
Is
all
sense
to
be
everything
to
crisis
talk,
because
that's
where
your,
by
the
way
other
places
that
it's
very
useful,
that
sensitivity
waiting
is
a
right
amount
and
receiver
they're
clearly
ought
to
be
very
sensitive
to
what
is
happening
so
just
put
a
headed
in
bird
and
you're,
not
chopping.
You
know,
checkerboard
type
of
structure,
that's
coinciding
with
where
the
sewers
are
so
some
kind
of
that.
A
A
A
A
So
by
factoring
that
by
having
no,
you
can
actually
need
go
a
long
way
to
working
with
problems
so
putting
together
to
stand
up
a
system
like
this
and
the
way
we
consulted,
which
they
did
every
door
was
that
we
have
to
do
it
in
trip
the
multiplication
of
the
left
hand
side
matrix
onto
whatever
it's
on
right
hand,
side,
which
Manik
J
transpose
times
a
vector
in
Gen
Con
spectrum
DC,
xfinity
inversions.
We
showed
something
like
this
true
ball.
A
A
What
whatever
quantizer
the
model
primitive
page
through
power
P
is
0-2
and
for
the
grass
fellow
we
have
something
that's
good.
This
is
very
much
clear
to
the
character.
Lovely
really
got
a
parent
who
smooth
powders
and
we
had
an
apple
with
it's
a
which
did
multiple
convergence
of
different
combinations.
A
Very
logically
orange,
so
here's
some
contour
geology
and
here's
the
high,
and
that
was
much
more
a
gold
with
the
size
of
the
field.
Scale.
I.
Think
the
big
takeaway
message
is
that
there's
even
problem,
basically
the
things
that
we've
done
for
our
non
linear
problems
are
completely
up
so
go
through.
The
coach
are
it's
fine
data
makes
it
work,
amazing
that
since
inside
giving
and
figure
they're
separating
local
militias
access
and
multi
pours,
I
went
sensitivity
week,
put
them
all
and
then
are
agreed
with
pregnant
physics
and
journey
versions.
A
A
A
It
is
so
then,
okay.
So
what
are
the
questions
and
I
think
this
from
the
point
of
view
of
practicing,
geophysicist
is
one
of
the
most
important
things
that
we
can
wrap
our
heads
around
and
that
it's
okay?
What
are
the
questions
that
you
really
want
to
have
so
they
might?
You
know
where
the
actors
guitars
what's
the
water
quality,
have
arsenic
in
it.
A
So
what's
the
storage
capacity
flow
rate,
how
are
the
aquifers
recharged
or
not,
and
are
the
attackers
losing
or
gaining
water,
should
the
water
balance
issue
and
the
other
thing
is
like
okay,
you're
dealing
with
who's
the
stakeholders,
one
government
industry
initiate
requires
water.
In
some
cases
a
public
average
citizen
wants
to
make
sure
you
yeah.
A
A
A
A
Users
just
continue
yet
not
for
comfort
and
there's
here's
a
diagram
that
I
think.
It's
me
it's
so
long.
It's
time
we
put
time,
but
this
time,
1980
2020,
whatever
any
pH
line,
kind
of
effort,
the
amount
of
time
required,
and
so
here's
one.
So
one
is
thanks.
Awareness
forward
version
of
data,
you
store
one
dimension
data,
so
go
ahead
and
do
it
in
algorithm.
A
A
A
Research
and
what
are
the
tools,
the
tools
or
the
cooperation,
are
really
out
there
and
need
to
be
further
develop.
These
are
basically
open
source
tools
and
this
I
think
future
of
where
you
were
going
I
think
in
or
collaboration
that
integration
across
those
those
hurdles
we
people
who
need
to
share.
So
we
share
all
the
software.
A
A
A
Jane
decides
really
high
giggling
and
Oh
synthetic
some
people
like
knows
know
some
leads,
they
all
differ
in
their
decadent
abilities
structures
but
they're
all
they're
all
divisions,
let's
generate
something
that
is
modular
and
other
people
can
use.
And
let's
get
this
research
excavated
point
where
this
has
to
be
most
all
with
it
is
synthetic
those.
A
A
Written
Python
and
respect
to
like
any
you
can
handle
these
natural
circulation.
Director
was
talking
about
uses,
different
kinds
of
connections,
tensor
Autry,
herbalux,
wonderful
fashion,
and
it
was
easy
to
visualize
field
charges.
So
here's
a
snapshot
of
something
in
which
got
transmitter
the
doctor
plate
just
get
to
see
above
hurt.
So
Polly
can't
understand
this.
A
A
A
A
A
Yeah,
that's
okay,
I've
got
a
better
one,
even
started
small,
just
kind
of
adding
something
and
the
one
thing
with
attribution.
Is
there
so
you,
if
you
actually
think
put
a
copy,
you
know
it's
going
to
be
recorded.
So
that's
if
I
wanted
to
thank
you
for
coming
across
some
open
source
with
verses
and
here's
hey.
That's
funny.