Design of surface acoustic wave resonators based on a series neural network
Fan Li,
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Yahui Tian,
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Lirong Qian
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et al.
Applied Physics Letters,
Journal Year:
2025,
Volume and Issue:
126(15)
Published: April 14, 2025
The
surface
acoustic
wave
(SAW)
filter
is
widely
applied
in
mobile
communication,
and
the
resonator
its
main
component.
However,
traditional
simulation
design
methods
of
resonators
often
require
much
computation
because
includes
a
multilayer
structure
many
interfinger
pairs.
In
order
to
improve
efficiency
designing,
this
paper
proposed
series
neural
network
structural
parameters
backward
based
on
performance
indicators.
We
validate
method
using
SAW
42°YX
cut
LiTaO3
substrate
with
an
aluminum
electrode.
device
consists
interdigital
transducer
two
reflector
gates.
test
set
results
from
data
show
that
trained
model
has
relative
average
error
less
than
5%
devices'
parameters,
coefficient
determination
more
significant
0.99.
addition,
we
compare
predicted
experimental
results,
which
excellent
potential
infer
electrical
response
devices.
provides
solution
for
improving
resonators.
Language: Английский
Micro‐ and nanorobots from magnetic particles: Fabrication, control, and applications
Xiaoyu Wang,
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Tao Yang,
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Quan Li
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et al.
Deleted Journal,
Journal Year:
2024,
Volume and Issue:
2(4)
Published: Nov. 1, 2024
Abstract
Magnetic
microparticles
(MPs)
and
nanoparticles
(NPs)
have
long
been
used
as
ideal
miniaturized
delivery
detection
platforms.
Their
use
micro‐
nanorobots
(MNRs)
is
also
emerging
in
the
recent
years
with
help
of
more
dedicated
external
magnetic
field
manipulations.
In
this
review,
we
summarize
research
progress
on
nanoparticle
(MNP)‐based
MNRs.
First,
fabrication
from
either
template‐assisted
NP
doping
methods
or
directly
synthesized
MPs
summarized.
The
driving
torque
sources
for
both
types
MNRs
are
analyzed,
their
propulsion
control
under
low
Reynolds
number
flows
discussed
by
evaluating
symmetry
breaking
mechanisms
interparticle
interactions.
Subsequently,
these
scientific
models,
bioimaging
agents,
active
delivery,
treatment
platforms
(drug
cell
sterilization),
biomedical
diagnostics
has
reviewed.
Finally,
perspective
MNPs‐based
was
outlined,
including
challenges
future
directions.
Language: Английский
New Productive Force: The Preliminary Report of First Craniofacial Surgical Robot IST Multicenter Clinical Trial in China
Li Li,
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Li Lin,
No information about this author
Haisong Xu
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et al.
Journal of Craniofacial Surgery,
Journal Year:
2024,
Volume and Issue:
36(1), P. 21 - 25
Published: Dec. 27, 2024
Background:
This
paper
presents
the
authors'
team’s
research
on
a
craniofacial
surgical
robot
developed
in
China.
Initiated
2011
with
government
funding,
project
was
officially
launched
Shanghai,
jointly
by
Ninth
People’s
Hospital
affiliated
Shanghai
Jiao
Tong
University
School
of
Medicine
and
medical-engineering
team.
Currently,
based
multiple
rounds
model
surgeries,
animal
experiments,
clinical
trials,
our
team
is
applying
for
approval
as
Class
III
medical
device
from
National
Medical
Products
Administration
(NMPA).
As
an
innovative
tool
field
surgery,
it
fills
technological
gap
within
country.
Methods:
study
multicenter
cohort
patient
data
2019
to
2024.
Inclusion
criteria
included
patients
who
underwent
surgery
complete
follow-up
data,
primary
variable
being
use
robotic
assistance
surgery.
Data
analysis
involved
descriptive
statistics,
t
tests,
multivariable
regression,
significance
level
set
at
P
<0.05.
Results:
The
has
been
widely
explored
fields
congenital
deformities,
tumor
reconstruction,
esthetic
In
trials
discussed
this
article,
which
experiments
both
deformity
correction
surgeries
total
39
were
enrolled.
mandibular
osteotomy
robotic-assisted
procedures
can
reduce
length
error
average
2.2
mm
angle
9.09
degrees,
while
also
decreasing
time
10.43
minutes.
hemifacial
microsomia
distraction
osteogenesis
4.6
shorten
60
group
showed
better
perioperative
outcomes
patients.
precision
improved
there
significant
reduction
postoperative
complications.
Conclusion:
completed
first
robots
China,
demonstrating
that
significantly
enhances
precision,
reduces
operation
time,
improves
indicators.
These
findings
indicate
highly
effective
assisting
surgeons
complex
procedures.
suggests
that,
future,
likely
be
adopted
advancing
efficiency
bringing
transformative
progress
practice.
Language: Английский