Archives of Surgery and Clinical Research,
Journal Year:
2024,
Volume and Issue:
8(2), P. 062 - 068
Published: Aug. 5, 2024
The
study
is
based
on
the
characterization
of
different
AI
models
applied
in
public
furniture
design
analyzing
conditions
risk,
materiality,
and
integration
variables
two
generative
modeling
algorithms.
As
risky
since
they
contain
flood-prone
areas,
low
vegetation
coverage,
underdevelopment
infrastructure;
therefore,
these
characterizations
are
tested
through
artificial
simulation.
experimental
method
laboratory
tests
various
material
components
their
structuring
3D
simulators
to
check
resistance
risk
scenarios.
case
one
most
populated
areas
informal
settlement
area
Northwest
Guayaquil,
such
as
Coop,
analyzed.
Sergio
Toral
focal
point
for
on-site
testing.
It
concluded
that
generation
a
planned
scheme
ecological
with
materials
responds
more
effectively
territory
simulation
an
advantage
can
be
obtained
terms
execution
time
results,
thus
demonstrating
intelligence
ideal
tool.
To
generate
proposals
diverse,
innovative,
functional
environment,
but
it
generates
minimum
level
error
specific
designs
model_01
0.1%
3%
high
model_02
increasing
from
20%
70%.
future
line
research,
proposed
simulated
system
all
new
settlements
Guayaquil
establish
points
implementation
furniture.
Buildings,
Journal Year:
2025,
Volume and Issue:
15(6), P. 933 - 933
Published: March 15, 2025
The
rapid
advancement
of
generative
AI,
large
language
models
(LLMs),
and
ChatGPT
presents
transformative
opportunities
for
the
construction
industry.
This
study
investigates
their
integration
across
education,
training,
professional
practice
to
address
skill
gaps
inefficiencies.
While
AI’s
potential
in
has
been
highlighted,
limited
attention
given
synchronising
academic
curricula,
workforce
development,
industry
practices.
research
seeks
fill
that
gap
by
evaluating
AI
adoption
through
a
mixed
multi-stage
methodology,
including
theoretical
conceptualisation,
case
studies,
content
analysis
application
strategic
frameworks
such
as
scenario
planning,
SWOT
analysis,
PESTEL
frameworks.
findings
show
tools
enhance
foundational
learning
critical
thinking
education
but
often
fail
develop
job-ready
skills.
Training
programmes
improve
task-specific
competencies
with
immersive
simulations
predictive
analytics
neglect
leadership
Professional
benefits
from
AI-driven
resource
optimisation
collaboration
faces
barriers
like
regulatory
interoperability
challenges.
By
aligning
practical
training
this
highlights
create
future-ready
workforce.
provides
actionable
recommendations
integrating
domains.
These
contribute
understanding
role
construction,
offering
baseline
effective
responsible
adoption.
