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CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
• E
volu
tio
n o
f d
ynam
ical
neu
ral n
etw
ork
s•
An
alys
is o
f b
iolo
gic
al c
on
tro
l sys
tem
s•
Co
mp
uta
tio
nal
neu
roet
ho
log
y•
Bio
rob
oti
cs
AP
PR
OA
CH
• C
on
tin
uo
us-
tim
e re
curr
ent
neu
ral n
etw
ork
s•
Gen
etic
alg
ori
thm
s•
Dyn
amic
al s
yste
ms
theo
ry•
Neu
rom
ech
anic
al s
imu
lati
on
CO
LL
AB
OR
AT
ION
S•
DE
PT
OF
BIO
LO
GY
• D
EP
T O
F M
EC
HA
NIC
AL
AN
D A
ER
OS
PA
CE
EN
GIN
EE
RIN
G
• C
EN
TE
R F
OR
CO
MP
UT
AT
ION
AL
NE
UR
OS
CIE
NC
E A
ND
RO
BO
TIC
S A
T T
HE
UN
IVE
RS
ITY
OF
SU
SS
EX
RE
SE
AR
CH
SP
ON
SO
RS
• O
NR
• N
SF
• H
FS
P•
DA
RP
A
RE
CE
NT
AC
CO
MP
LIS
HM
EN
TS
•E
volu
tion
of
neu
ral
wal
kin
g co
ntro
llers
fo
r b
iolo
gica
lly-
insp
ired
legg
ed r
obot
s (b
uilt
by
Pro
f. R
oge
r Q
uin
n)•
Ana
lysi
s of
a d
istr
ibut
ed m
odel
of l
eg c
oord
inat
ion
•A
naly
sis
of a
n ev
olve
d ne
ural
circ
uit f
or o
bjec
tdi
scrim
inat
ion
•E
volu
tion
of le
arni
ng n
eura
l circ
uits
•A
naly
sis
of th
e st
ruct
ure
of n
eura
l fitn
ess
spac
es
RA
ND
AL
L D
. BE
ER
, Ph
.D. (
CW
RU
)P
RO
FE
SS
OR
EL
EC
TR
ICA
L E
NG
INE
ER
ING
& C
OM
PU
TE
R S
CIE
NC
EB
IOL
OG
Y
512
OL
IN B
UIL
DIN
Grx
b9@
po
.cw
ru.e
du
; 2
16-3
68-2
816;
216
-368
-280
1 (f
ax)
http
://vo
rlon
.cw
ru.e
du/~
beer
Mo
del
of
a le
gg
ed m
icro
rob
ot
use
dfo
r ev
olv
ing
neu
ral c
on
tro
llers
CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
MIC
HA
EL
S. B
RA
NIC
KY
, Sc.
D. (
M.I.
T.)
AS
SIS
TA
NT
PR
OF
ES
SO
RE
LE
CT
RIC
AL
EN
GIN
EE
RIN
G &
CO
MP
UT
ER
SC
IEN
CE
515B
GL
EN
NA
N B
UIL
DIN
Gm
sb11
@p
o.c
wru
.ed
u;
+1-
216-
368-
6430
; +
1-21
6-36
8-60
39 (
fax)
http
://ee
cs.c
wru
.edu
/fac
staf
f/br
anic
ky.s
htm
l
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•H
ybri
d S
yste
ms:
th
ose
mix
ing
co
nti
nu
ou
s-ti
me
pro
cess
esan
d d
igit
al lo
gic
•R
eal-
Tim
e C
on
tro
l ove
r C
om
pu
ter
Net
wo
rks
•E
ng
inee
rin
g H
ybri
d S
yste
ms:
Ro
bo
tic
Ass
emb
ly a
nd
Tas
kP
lan
nin
g, F
lexi
ble
Man
ufa
ctu
rin
g, F
ligh
t C
on
tro
l, et
c.•
Lea
rnin
g, L
arg
e-S
cale
Op
tim
izat
ion
, An
alo
g C
om
pu
tin
g
AP
PR
OA
CH
•M
ath
emat
ical
an
alys
is o
f “h
ybri
d s
yste
ms
” (t
ho
se m
ixin
gco
nti
nu
ou
s-ti
me
pro
cess
es a
nd
dig
ital
log
ic
•C
om
pu
ter
mo
del
ing
an
d o
pti
miz
atio
n o
f su
ch s
yste
ms
CO
LL
AB
OR
AT
ION
S (
curr
ent
and
fo
rmer
)
•N
AS
A, C
leve
lan
d C
linic
Fo
un
dat
ion
, Wri
gh
t-P
atte
rso
n A
FB
•F
ord
Mo
tor
Co
. Ad
van
ced
Tec
hn
olo
gy
Div
isio
n
•E
ato
n’s
Ad
van
ced
Man
ufa
ctu
rin
g C
ente
r
•S
iem
ens
Co
rpo
rate
Res
earc
h C
ente
r (M
un
ich
, Ger
man
y)
•M
.I.T
., L
un
d In
stit
ute
of
Tec
hn
olo
gy
(Sw
eden
), D
uke
, U.
Md
.
RE
SE
AR
CH
SP
ON
SO
RS
•N
SF
, NA
SA
•C
AM
P, I
nc.
(fo
rm. C
leve
lan
d A
dva
nce
d M
anu
fact
uri
ng
Pro
gra
m)
•A
uto
mo
tive
, Man
ufa
ctu
rin
g F
irm
s
RE
CE
NT
AC
CO
MP
LIS
HM
EN
TS
•D
evel
op
ed a
new
mea
ns
of
pro
gra
mm
ing
ro
bo
ts t
o e
xplo
it t
he
sen
se o
f to
uch
du
rin
g m
ech
anic
al a
ssem
bly
•C
om
pu
ted
max
imu
m d
elay
s p
rese
rvin
g s
tab
ility
in a
net
wo
rked
co
ntr
ol s
yste
m
•In
ven
ted
an
alg
ori
thm
fo
r o
pti
mal
co
ntr
ol o
f h
ybri
d s
yste
ms
•P
red
icte
d f
lexi
ble
par
ts f
eed
er t
hro
ug
hp
ut
via
GS
MP
mo
del
s
•A
uto
mat
ed m
anu
fact
uri
ng
ass
emb
lies
pre
vio
usl
y o
nly
acco
mp
lish
ed b
y h
um
ans
[as
par
t o
f a
CW
RU
tea
m]
•P
aten
ted
a c
on
tro
l alg
ori
thm
fo
r co
nti
nu
ou
s-ca
stin
g s
teel
mill
s
•P
rove
d t
he
stab
ility
of
a fl
igh
t co
ntr
ol l
aw p
revi
ou
sly
on
lyva
lidat
ed b
y si
mu
lati
on
Au
tom
atin
g “
Peg
-in
-Maz
e” R
ob
oti
c A
ssem
blie
s
Cla
ss o
f as
sem
blie
s, in
clu
din
g c
lutc
h p
acks
, gea
r m
esh
ing
, etc
.•U
nce
rtai
nty
exc
eed
s as
sem
bly
cle
aran
ce, s
ense
of
tou
ch r
equ
ired
•So
luti
on
: S
trat
egie
s (a
sw
itch
ing
bet
wee
n b
ehav
iors
bas
ed u
po
nco
nti
nu
ou
s st
ates
, det
ecte
d “
even
ts”,
pro
gre
ss o
f as
sem
bly
itse
lf)
CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
MA
RC
BU
CH
NE
R, P
h.D
. (M
ich
igan
Sta
te U
niv
.)A
SS
OC
IAT
E P
RO
FE
SS
OR
EL
EC
TR
ICA
L E
NG
INE
ER
ING
& C
OM
PU
TE
R S
CIE
NC
E
707
OL
IN B
UIL
DIN
Gm
xb11
@p
o.c
wru
.ed
u;
216
-368
-409
6; 2
16-3
68-3
123
(fax
)ht
tp:/
/ww
w.e
ecs.
cwru
.edu
/facs
taff
/buc
hner
.sht
ml
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•Jo
int
tim
e-fr
equ
ency
sig
nal
an
alys
is•
Wav
elet
Th
eory
an
d a
pp
licat
ion
s•
Mu
ltir
eso
luti
on
sig
nal
dec
om
po
stio
n•
Sig
nal
Pro
cess
ing
fo
r in
du
stri
al a
pp
licat
ion
s•
To
rnad
o d
etec
tio
n u
sin
g a
2-D
wav
elet
s o
n r
adar
imag
es
AP
PR
OA
CH
•R
eal-
Tim
e D
iscr
ete
wav
elet
tra
nsf
orm
s•
De-
no
isin
g u
sin
g s
elec
tive
th
resh
old
ing
•Id
eal r
eal-
tim
e si
gn
al r
eco
nst
ruct
ion
•In
tern
et b
ased
acc
ess
for
rem
ote
lab
ora
tory
fac
iliti
es
CO
LL
AB
OR
AT
OR
S
•P
rof.
Ken
net
h L
op
aro
- E
EC
S (
CW
RU
)
D
iscr
ete
Wav
elet
Tra
nsf
orm
of
No
isy
Au
dio
Sig
nal
Sam
ple
Aud
io S
igna
l
Den
oise
d Si
gnal
RE
CE
NT
AC
CO
MP
LIS
HM
EN
TS
•W
avel
et F
ilter
ing
of
no
ise
corr
up
ted
au
dio
sig
nal
s•
An
alys
is o
f d
op
ple
r ra
dar
imag
es u
sin
g w
avel
ets
CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•R
ob
oti
cs:
Med
ical
Rob
otic
s, H
aptic
s, a
nd T
eleo
pera
tion
•C
om
pu
ter
Gra
ph
ics
/ Vir
tual
En
viro
nm
ents
: S
urgi
cal
Sim
ulat
ion,
Phy
sica
l Mod
elin
g
•S
yste
ms
and
Co
ntr
ol T
heo
ry:
Mod
elin
g an
d S
imul
atio
nof
Bio
logi
cal S
yste
ms
AP
PR
OA
CH
•D
evel
op In
telli
gent
Rob
otic
Too
ls fo
r O
ff-P
ump
(Bea
ting
Hea
rt)
Cor
onar
y A
rter
y B
ypas
s G
raft
Sur
gery
•S
tudy
Rea
l-Tim
e F
inite
Ele
men
t Mod
els
ofD
efor
mab
le O
bjec
ts fo
r S
urgi
cal T
rain
ing
Sim
ulat
ors
•D
evel
op a
n O
pen
Sou
rce
/ O
pen
Arc
hite
ctur
eS
oftw
are
Fra
mew
ork
for
Sur
gica
l Sim
ulat
ion
•S
tudy
Hie
rarc
hica
l Mod
els
for
Org
an L
evel
Sim
ulat
ion
in th
e D
igita
l Hum
an
CO
LL
AB
OR
AT
ION
S•
Uni
vers
ity o
f Cal
iforn
ia, B
erke
ley
•U
nive
rsity
of C
alifo
rnia
, San
Fra
ncis
co
RE
SE
AR
CH
SP
ON
SO
RS
•N
atio
nal S
cien
ce F
ound
atio
n
RE
CE
NT
AC
CO
MP
LIS
HM
EN
TS
•P
ropo
sed
a no
vel A
ctiv
e R
elat
ive
Mot
ion
Can
celin
gal
gorit
hm fo
r tr
acki
ng h
eart
mot
ion
•D
evel
oped
a ta
sk-b
ased
opt
imiz
atio
n fr
amew
ork
for
desi
gn o
f bila
tera
l tel
eope
ratio
n c
ontr
olle
rs•
Pro
pose
d a
new
fide
lity
mea
sure
for
tele
surg
ical
sys
tem
desi
gn•
Dev
elop
ed a
nd a
naly
zed
a no
vel m
ulti-
rate
sim
ulat
ion
sche
me
for
hapt
ic in
tera
ctio
n w
ith d
efor
mab
le o
bjec
ts in
virt
ual e
nviro
nmen
ts
M. C
EN
K Ç
AV
US
OG
LU
, Ph
.D. (
U.C
. Ber
kele
y)A
SS
IST
AN
T P
RO
FE
SS
OR
EL
EC
TR
ICA
L E
NG
INE
ER
ING
& C
OM
PU
TE
R S
CIE
NC
E
515A
OL
IN B
UIL
DIN
Gca
vuso
glu
@p
o.c
wru
.ed
u;
216
-368
-447
9; 2
16-3
68-6
039
(fax
)h
ttp
://v
orl
on
.cw
ru.e
du
/~m
cc14
/
UC
B/U
CS
F R
ob
oti
c T
eles
urg
ical
Wo
rkst
atio
n f
or
Lap
aro
sco
py
CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
VIR
A C
HA
NK
ON
G, P
h.D
. (C
WR
U)
AS
SO
CIA
TE
PR
OF
ES
SO
RE
LE
CT
RIC
AL
EN
GIN
EE
RIN
G &
CO
MP
UT
ER
SC
IEN
CE
708
OL
IN B
UIL
DIN
Gvx
c2@
po
.cw
ru.e
du
; 2
16-3
68-4
054;
216
-368
-312
3 (f
ax)
http
://ee
cs.c
wru
.edu
/fac
staf
f/ch
anko
ng.s
htm
l
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•L
arg
e S
cale
Op
tim
izat
ion
an
d M
ult
i-o
bje
ctiv
e O
pti
miz
atio
n
•P
rod
uct
ivit
y an
d Q
ual
ity
Imp
rove
men
t T
hro
ug
h S
tati
stic
alQ
ual
ity
Co
ntr
ol,
Des
ign
of
Exp
erim
ents
, In
form
atio
nT
ech
no
log
y, a
nd
Sm
art
Dec
isio
n S
up
po
rt S
yste
ms
•A
pp
licat
ion
s o
f O
pti
miz
atio
n a
nd
Sys
tem
Met
ho
do
log
y to
Pro
du
ctio
n P
lan
nin
g a
nd
Co
ntr
ol,
Cel
l Des
ign
in F
lexi
ble
Man
ufa
ctu
rin
g, M
agn
etic
Res
on
ance
Imag
ing
(M
RI)
, Po
wer
Sys
tem
Pla
nn
ing
, Dat
a M
inin
g, a
nd
Gam
ma
Kn
ife
Pla
nn
ing
AP
PR
OA
CH
•S
pec
ializ
ed D
eco
mp
osi
tio
n S
trat
egie
s an
d C
ust
om
Op
tim
izat
ion
Alg
ori
thm
s fo
r S
pec
ific
Lar
ge
Sca
le A
pp
licat
ion
s•
Inte
gra
ted
Pro
du
ctio
n P
lan
nin
g a
nd
Co
ntr
ol S
oft
war
e S
yste
ms
wit
h D
ecis
ion
Su
pp
ort
(E
RP
, MR
P II
) fo
r C
ust
om
Ap
plic
atio
ns
for
Sm
all t
o M
ediu
m S
ized
En
terp
rise
s (S
ME
s)
(Pro
du
ctiv
ity
Imp
rove
men
t)•
Sta
tist
ical
Qu
alit
y C
on
tro
l an
d D
esig
n o
f E
xper
imen
ts S
oft
war
efo
r Q
ual
ity
Imp
rove
men
t o
f SM
Es
CO
LL
AB
OR
AT
ION
S•
B.H
ob
bs,
Jo
hn
Ho
pki
ns
Un
iver
sity
•J.
Du
erk,
Dep
t. o
f R
adio
log
y, S
cho
ol o
f M
edic
ine,
CW
RU
•N
atio
nal
Sci
ence
an
d T
ech
no
log
y D
evel
op
men
t A
gen
cy(N
ST
DA
), T
HA
ILA
ND
•Q
. Jac
kie
Wu
, Dep
t. R
adia
tio
n O
nco
log
y, U
H &
Sch
. of
Med
icin
e
RE
SE
AR
CH
SP
ON
SO
RS
•E
PR
I•
NS
TD
A•
Am
eric
an C
ance
r S
oci
ety
RE
CE
NT
AC
CO
MP
LIS
HM
EN
TS
•D
eco
mp
osi
tio
n A
lgo
rith
m f
or
Mu
lti-
crit
eria
Des
ign
of
Gra
die
nt
Wav
efo
rms
for
MR
I•
Cel
l Fo
rmat
ion
an
d F
acili
ty L
ayo
ut
Alg
ori
thm
s fo
r C
ellu
lar
Man
ufa
ctu
rin
g•
Eff
icie
nt
Alg
ori
thm
fo
r C
lust
erin
g A
nal
ysis
•A
lgo
rith
m f
or
Op
erat
ion
s A
ssig
nm
ent
for
Pri
nte
d C
ircu
itB
oar
d P
rod
uct
ion
•A
lgo
rith
m f
or
Un
it C
om
mit
men
t in
Po
wer
Gen
erat
ion
Pla
nn
ing
•A
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J.
Aco
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Soc
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123
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6; 2
16-3
68-3
123
(fax
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RE
SE
AR
CH
AR
EA
S A
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ICA
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lob
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Su
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nab
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men
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Mat
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Un
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Org
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IBO
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Dav
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CA
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ER
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NA
N B
UIL
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Gw
sn@
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ru.e
du
; 2
16-3
68-6
432;
216
-368
-603
9 (f
ax)
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ww
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s.cw
ru.e
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csta
ff/n
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an.s
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RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
Mec
hat
ron
ics
: d
esig
n a
nd
co
ntr
ol o
f in
telli
gen
tel
ectr
om
ech
anic
al a
nd
ro
bo
tic
syst
ems
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plic
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ns
to:
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anu
fact
uri
ng
an
d m
ech
anic
al a
ssem
bly
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id p
roto
typ
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lexi
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dap
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, Ph
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of
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RO
FE
SS
OR
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EC
TR
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L E
NG
INE
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OM
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TE
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NC
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506
OL
IN B
UIL
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kin
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wru
.ed
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216
-368
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16-3
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801
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U, P
h.D
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niv
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Alb
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RO
FE
SS
OR
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TR
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NG
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NC
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511
OL
IN B
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DIN
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cs.c
wru
.ed
u;
216
-368
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8; 2
16-3
68-2
801
(fax
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tp://
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PR
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503
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IN B
UIL
DIN
Gca
p2@
po
.cw
ru.e
du
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16-3
68-5
277;
216
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1 (f
ax)
RE
SE
AR
CH
PR
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CT
S
Des
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nd
to
ols
fo
r d
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nd
tes
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gco
mp
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Sys
tem
-on
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ip.
Fu
nd
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tom
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of
self
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as b
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fu
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y S
RC
an
d i
nd
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NT
ES
T,
ato
ol
suit
e fo
r d
esig
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self
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tab
le
cir
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fro
m
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thm
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silic
on
.
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ecif
icat
ion
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d D
esig
n o
f an
Ad
van
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Imag
e P
roce
sso
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esig
n a
nd
im
ple
men
t ke
y im
age
pro
cess
ing
fu
nct
ion
s fo
r co
lor
FA
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pp
licat
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s. F
un
ded
by
Ro
ckw
ell
and
Co
nex
tan
t.
SE
LE
CT
ED
JO
UR
NA
L P
UB
LIC
AT
ION
S
C.
Pa
rach
risto
u,
M.
No
ran
i, S
. S
pin
ing,
Mu
ltipl
e C
lock
Sch
eme
fo
r L
ow P
ow
er
RT
LD
esi
gn, I
EE
E T
ran
s. O
n V
LSI,
Jun
e 1
999
.
C.
Pa
rach
risto
u,
M.
Ba
kla
sho
v, K
. L
ai,
Hig
h L
eve
l Te
st S
ynth
esi
s fo
r B
eh
avo
rial
an
dS
truc
tura
l De
sig
ns,
J.
Ele
ctro
nic
Te
stin
g,
Oct
obe
r 1
998
.
C.
Pa
rach
rist
ou
and
M
. Im
ma
nen
i, V
ert
ica
l M
igra
tion
of
So
ftw
are
F
un
ctio
ns
an
dA
lgo
rith
ms
with
En
han
ced
Mic
rose
que
nci
ng
, IE
EE
Tra
ns.
On
Co
mpu
ters
, Ja
nu
ary
19
93.
C.
Par
ach
risto
u a
bd
H.S
. L
im,
A L
arg
e G
rain
Ma
ppin
g M
eth
od
for
Pa
ralle
l S
cie
ntifi
cC
om
pu
ters
, in
Pa
ralle
l Com
put
atio
nal
Flu
id D
yna
mic
s, M
IT P
ress
, O
cto
ber
19
92.
C.
Par
ach
risto
u a
nd
N.
Se
hga
l, A
n Im
pro
ved
Met
hod
fo
r D
ete
ctin
g F
un
ctio
nal
Fa
ults
in S
emic
ond
uct
or
Me
mo
ries,
IE
EE
Tra
ns.
O
n C
om
pute
rs,
Mar
ch 1
98
5.
(W
idel
yq
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ed in
ove
r 4
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blic
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ns,
imp
lem
en
ted
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SE
WE
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VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
AN
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PO
DG
UR
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I, P
h.D
. (U
niv
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tts)
AS
SO
CIA
TE
PR
OF
ES
SO
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LE
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RIC
AL
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GIN
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AR
CH
AR
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S A
ND
AP
PL
ICA
TIO
NS
•S
oft
war
e en
gin
eeri
ng
met
ho
do
log
y•
So
ftw
are
test
ing
an
d r
elia
bili
ty•
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ftw
are
arch
itec
ture
an
d d
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Dis
trib
ute
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yste
ms
and
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plic
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oft
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ES
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ain
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ance
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ub
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tial
ly a
uto
mat
ed
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edu
ces
test
ing
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ain
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sts
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ls h
ow
so
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are
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erm
its
mea
sure
men
t o
f so
ftw
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bili
ty
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CE
NT
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CO
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EN
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evel
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ew a
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o s
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xper
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lect
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evel
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oft
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chit
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orc
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ssem
bly
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ual
izat
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t E
xecu
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ns
in O
BT
CA
SE
WE
ST
ER
N R
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ER
VE
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IVE
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ITY
CA
SE
SC
HO
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OF
EN
GIN
EE
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G
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SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
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NS
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erif
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an
d t
est
of
swit
ch-l
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xtra
ctio
n f
or
tran
sist
or-
leve
l des
ign
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uto
mat
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est
pat
tern
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erat
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PG
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or
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SI
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Rec
on
fig
ura
ble
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mp
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r-A
ided
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ign
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ON
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RS
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LL
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AT
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cen
t T
ech
no
log
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ell L
abs
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mer
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tel
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F
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sin
g
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e ac
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e fo
llow
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spee
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p o
ver
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e-o
f-th
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t so
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to
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for
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bin
atio
nal
AT
PG
–Up
to
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for
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sfia
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ty
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to
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r fa
ult
dia
gn
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L S
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niv
ersi
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f Ill
ino
is -
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LE
CT
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fo
r V
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ract
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ms
CO
LL
AB
OR
AT
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S•
Dep
artm
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Co
mp
uti
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, Ho
ng
Ko
ng
Po
lyte
chn
ic U
niv
ersi
ty•
Co
mp
ute
r S
cien
ce, U
niv
ersi
ty o
f V
icto
ria,
Bri
tish
Co
lum
bia
,C
anad
a•
Co
mp
ute
r S
cien
ce, U
niv
ersi
ty o
f K
uw
ait
RE
SE
AR
CH
SP
ON
SO
RS
•N
SF
•IB
M•
Hu
gh
es A
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aft
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Can
ada
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•S
oft
war
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gin
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oft
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stin
g
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rap
hic
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ser
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esti
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ms
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xter
nal
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or
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ng
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ng
Po
lyte
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niv
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ty (
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erve
d a
s P
rog
ram
Co
-Ch
air
for
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rnat
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on
fere
nce
on
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ftw
are
Mai
nte
nan
ce (
ICS
M)
in 1
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d C
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Ch
air
of
ICS
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199
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mer
ican
Ed
ito
r o
f th
e Jo
urn
al o
f S
oft
war
e T
esti
ng
, Ver
ific
atio
nan
d R
elia
bili
ty, 1
990-
pre
sen
t
•D
evel
op
men
t o
f a
tech
niq
ue
to s
yste
mat
ical
ly t
est
gra
ph
ical
use
r in
terf
aces
(G
UI)
•D
evel
op
ed f
irew
all m
od
els
for
reg
ress
ion
tes
tin
g f
or
bo
tho
bje
ct-o
rien
ted
sys
tem
s an
d f
un
ctio
nal
des
ign
sys
tem
s in
th
ep
rese
nce
of
chan
ge
•D
evel
op
ed a
n a
pp
roac
h f
or
syst
emat
ical
ly t
esti
ng
glo
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able
s in
bo
th o
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ms
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nct
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al d
esig
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nd
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ific
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CA
SE
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ST
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N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
DA
RR
IN J
. YO
UN
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h.D
. (U
C B
erke
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AS
SIS
TA
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PR
OF
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SO
RE
LE
CT
RIC
AL
EN
GIN
EE
RIN
G A
ND
CO
MP
UT
ER
SC
IEN
CE
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GL
EN
NA
N B
UIL
DIN
Gd
jy@
po
.cw
ru.e
du
; 2
16-3
68-8
945;
216
-368
-603
9 (f
ax)
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•M
EM
S D
esig
n a
nd
Fab
rica
tio
n T
ech
no
log
y•
RF
ME
MS
fo
r W
irel
ess
Co
mm
un
icat
ion
s•
ME
MS
Sen
sors
fo
r B
iom
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Har
sh E
nvi
ron
men
ts•
ME
MS
Po
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Gen
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Sys
tem
s•
Lo
w-P
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ow
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ise
CM
OS
ME
MS
Inte
rfac
e IC
s•
Lo
w-p
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elem
etry
Cir
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s D
esig
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AP
PR
OA
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icro
mac
hin
ed O
n-C
hip
Hig
h-Q
Tu
nab
le C
apac
ito
rs•
Mic
rom
ach
ined
On
-Ch
ip H
igh
-Q T
hre
e-D
imen
sio
nal
Co
ils•
Min
iatu
rize
d L
ow
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ise
RF
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ltag
e-C
on
tro
lled
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illat
ors
RE
CE
NT
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MP
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HM
EN
TS
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igh
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ple
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scill
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ME
MS
Tu
nab
le C
apac
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EM
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oil
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MS
Tun
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apac
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oil
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rom
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Tel
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MS
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Sys
tem
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ro-P
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EM
S W
irel
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Sen
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Co
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icat
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s
ME
MS
Pre
ssu
re
Sen
sor
Rec
eive
d S
enso
r In
form
atio
n a
t 3-
met
er d
ista
nce
CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
G
.- Q
. ZH
AN
G,
Ph
D. (
Cam
bri
dg
e U
niv
ersi
ty, U
K)
AS
SO
CIA
TE
PR
OF
ES
SO
RE
LE
CT
RIC
AL
EN
GIN
EE
RIN
G &
CO
MP
UT
ER
SC
IEN
CE
610
Olin
, e-m
ail:
gq
z@ee
cs.c
wru
.ed
u
RE
SE
AR
CH
AR
EA
S A
ND
AP
PL
ICA
TIO
NS
•P
rog
ram
min
g la
ng
uag
es•
Art
ific
ial i
nte
llig
ence
•S
eman
tics
of
log
ic p
rog
ram
min
g a
nd
co
mm
on
sen
se
rea
son
ing
•T
op
olo
gy
and
co
mp
ute
r sc
ien
ce•
Fo
rmal
lan
gu
ages
, au
tom
ata
theo
ry,
a
nd
bin
ary
dec
isio
n d
iag
ram
s
Rec
ent
Acc
om
plis
hm
ents
•P
artia
l inf
orm
atio
n, o
rder
-the
oret
ic a
ppro
ach
to d
efau
ltre
ason
ing
to o
btai
n be
tter
stru
ctur
al a
nd a
lgor
ithm
ic p
rope
rtie
s•
Rel
atin
g di
sjun
ctiv
e lo
gic
prog
ram
min
g to
Rei
ter’
s de
faul
t
ext
ensi
on i
n a
pow
er d
omai
n fr
amew
ork
over
alg
ebra
ic c
pos
•A
Boo
lean
mat
rix m
etho
dolo
gy to
sol
ve c
lass
ical
pro
blem
s
in
auto
mat
a th
eory
•S
yste
mat
ic g
ener
atio
n of
pro
gram
logi
cs fr
om th
eir
sem
antic
s•
Cla
ssifi
catio
n of
exp
ress
ive
pow
er o
f no
nom
onot
onic
rea
soni
ng
sys
tem
s
Ap
pro
ach
• T
he id
ea o
f par
tial i
nfor
mat
ion
and
succ
essi
ve a
ppro
xim
atio
n pl
ays
an im
port
ant r
ole
in p
rogr
amm
ing
lang
uage
s, a
nd in
art
ifici
al
inte
llige
nce
• A
lgeb
raic
, ord
er-t
heor
etic
, com
bina
toria
l, to
polo
gica
l and
ca
tego
rical
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hods
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com
bine
d an
d ad
vanc
ed fo
r
mod
elin
g co
mpl
ex s
yste
ms
•S
eman
tics
base
d ap
proa
ch p
rovi
des
new
insi
ghts
to lo
gic
and
co
mpu
tatio
n•
App
licat
ions
in tr
aditi
onal
and
em
ergi
ng a
reas
as
a re
sult
of c
ross
-fer
tiliz
atio
n of
idea
s an
d in
terd
isci
plin
ary
rese
arch
Co
llab
ora
tio
ns
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I La
bora
tory
, Uni
vers
ity o
f Mic
higa
n, A
nn A
rbor
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nive
rsity
of
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ebor
g, S
wed
en•
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sden
Uni
vers
ity o
f Tec
hnol
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Ger
man
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Ver
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An
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mat
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CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
CH
RIS
TIA
N A
ZO
RM
AN
, Ph
.D.
(CW
RU
)A
SS
IST
AN
T P
RO
FE
SS
OR
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nn
an B
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ing
caz@
po
.cw
ru.e
du
; 2
16-3
68-6
117;
216
-368
-266
8 (f
ax)
http
://m
ems.
cwru
.edu
RE
SE
AR
CH
AR
EA
S•
Gro
wth
, cha
ract
eriz
atio
n, a
nd a
pplic
atio
ns o
f wid
e-ba
ndap
sem
icon
duct
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•S
ilico
n ca
rbid
e gr
owth
pro
cess
es•
Sili
con
carb
ide
ME
MS
fab
ricat
ion
tech
niqu
es•
Pol
ysili
con
gro
wth
pro
cess
es•
Dia
mon
d m
icro
mac
hini
ng te
chni
ques
CU
RR
EN
T C
OL
LA
BO
RA
TIO
NS
•No
rth
Car
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tate
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P
ende
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pita
xial
gro
wth
of
GaN
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. Ber
kele
y:
B
ulk
mic
rom
achi
ning
of
SiC
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tech
:
N
anom
echa
nica
l SiC
str
uctu
res
•Jo
hn
s H
op
kin
s U
niv
.:
Ten
sile
test
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of S
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rlan
gen
(G
erm
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: E
last
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rope
rtie
s of
SiC
Het
ero
epit
axy
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3C-S
iC f
ilms
on
Si w
afer
sW
ide
Ban
dg
ap S
emic
on
du
cto
rs f
or
ME
MS
AP
PR
OA
CH
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lm d
epos
ition
tech
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r hi
ghqu
ality
sin
gle
and
poly
crys
talli
ne 3
C-S
iC o
n la
rge
area
subs
trat
es.
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evel
opm
ent o
f m
icro
mol
ding
-bas
ed p
atte
rnin
g te
chni
ques
for
thin
film
and
bul
k 3C
-SiC
.•
Dev
elop
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t of 3
C-S
iC tr
ansi
tion
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r su
bstr
ates
for
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grow
th o
n si
licon
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on
Si
usi
ng
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-SiC
Dia
mo
nd
late
ral r
eso
nat
or
3C-S
iC la
tera
l res
on
ato
rM
icro
mo
lded
3C
-SiC
film
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pm
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gle
cry
stal
3C
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su
rfac
e m
icro
mac
hin
ing
.•D
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op
men
t o
f p
oly
crys
talli
ne
dia
mo
nd
pat
tern
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hn
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bu
ffer
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rs f
or
pen
deo
-ep
itax
ial
gro
wth
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GaN
on
Si.
•Mic
rom
old
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tec
hn
iqu
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s an
alt
ern
ativ
e to
RIE
fo
r p
atte
rnin
gh
eter
oep
itax
ial 3
C-S
iC f
ilms
on
Si
sub
stra
tes.
CA
SE
WE
ST
ER
N R
ES
ER
VE
UN
IVE
RS
ITY
CA
SE
SC
HO
OL
OF
EN
GIN
EE
RIN
G
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SE
AR
CH
AR
EA
S A
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PL
ICA
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Tel
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Mea
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men
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pac
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Des
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Po
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icie
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Tel
emet
ry S
chem
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teri
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Rec
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AP
PR
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CH
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toch
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ency
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ola
riza
tio
n d
iver
sity
• E
valu
atio
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f al
tern
ativ
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lem
etry
str
ateg
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imu
lati
on
of
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syn
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niz
atio
n f
un
ctio
ns
CO
LL
AB
OR
AT
ION
S•
Jet
Pro
pu
lsio
n L
abo
rato
ry
RE
SE
AR
CH
SP
ON
SO
RS
• Je
t P
rop
uls
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Lab
ora
tory
RE
CE
NT
AC
CO
MP
LIS
HM
EN
TS
• A
nal
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of
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dat
a ra
te t
elem
etry
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nal
ysis
of
adja
cen
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ann
el in
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or
QP
SK
car
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s
• D
esig
n o
f p
has
e-lo
cked
loo
ps
wit
h p
rog
ram
mab
le p
aram
eter
s
PE
TE
R W
. KIN
MA
N, P
h.D
. (U
niv
. So
uth
ern
Cal
ifo
rnia
)A
DJU
NC
T A
SS
IST
AN
T P
RO
FE
SS
OR
EL
EC
TR
ICA
L E
NG
INE
ER
ING
& C
OM
PU
TE
R S
CIE
NC
E
715A
GL
EN
NA
N B
UIL
DIN
Gp
wk
@ee
cs.c
wru
.ed
u;
216
-368
-555
0; 2
16-3
68-2
668
(fax
)