The Journal of Physical Chemistry B,
Journal Year:
2024,
Volume and Issue:
128(41), P. 10272 - 10285
Published: Oct. 8, 2024
Predicting
the
interfacial
properties
of
peptides
is
important
for
replacing
oil-derived
surfactants
in
cosmetics,
oil,
and
agricultural
applications.
This
work
validated
experimentally
estimations
surface
tension
at
critical
micelle
concentration
(STCMC)
six
performed
through
a
random
forest
(RF)
model
previous
contribution.
In
silico
tensions
were
obtained
system
decane–water,
dilational
experiments
applied
to
elucidate
foaming
potential.
The
RF
accurately
classified
into
high
low
potential
reduce
STCMC.
simulations
decane–water
interface
correctly
identified
with
high,
intermediate,
properties,
rheology
allowed
estimation
possible
three
produce
foams.
study
sets
basis
identifying
surface-active
peptides,
but
future
necessary
improve
correlation
between
foam
stabilization.
Natural Resources Forum,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 24, 2025
ABSTRACT
Natural
resources
and
geopolitical
risks
significantly
impact
energy
security
risks.
The
availability
accessibility
of
natural
play
a
significant
role
in
determining
nation's
vulnerability.
Renewable
consumption,
particularly
foreign
direct
investment
renewable
projects,
can
help
mitigate
these
by
diversifying
supplies
reducing
the
reliance
on
fossil
fuels.
This
study
examines
risk
38
countries
at
conflict
between
1990
2021
using
CO
2
emissions,
as
controlling
variables.
long‐run
analysis
is
based
slope
heterogeneity,
Westerlund
cointegration,
Arellano–Bond
dynamic
panel‐data
estimation,
Robust,
correlated
panels
corrected
standard
errors
(PCSEs).
results
indicate
that
index
positively
associated
with
resources,
risk,
consumption.
Foreign
negatively
selected
countries.
Improving
requires
addressing
multiple
policy
implications.
resource
availability,
mitigation,
emissions
reduction,
increased
consumption
are
key
factors.
However,
negative
association
FDI
emphasizes
importance
careful
evaluation
investments
to
ensure
their
compatibility
objectives.
By
implementing
appropriate
policies,
enhance
security,
promote
sustainable
development,
posed
uncertainties.
Business Strategy and the Environment,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 7, 2025
ABSTRACT
In
this
study,
we
explore
the
impacts
of
waste
recycling
ratio
as
a
proxy
for
circular
economies
on
sectoral
productivity
in
European
Union
between
2000
and
2021.
We
present
model
that
contextualizes
industry's
transition
to
green
economies,
namely,
model,
which
adapt
neoclassical
models
by
considering
energy
intensity
development
technologies.
After
estimating
results
using
FGLS
PCSE,
understand
higher
availability
secondary
raw
materials
contributes
functions
different
industries,
but
effect
is
limited
exponential
increases
these
reduce
productivity.
To
ensure
efficiency
policies
aimed
at
consolidating
propose
policy
recommendations
leverage
scale
scope
improve
industries
while
contributing
cycle
their
own
externalities.
Journal of The Electrochemical Society,
Journal Year:
2025,
Volume and Issue:
172(3), P. 034502 - 034502
Published: Feb. 24, 2025
Central
composite
experimental
design
(CCD)
and
artificial
neural
networks
(ANN)
is
not
so
popular
in
electrochemical
systems,
even
though
they
present
several
advantages
(lower
number
of
experiments,
evaluation
variable
interactions,
correct
analysis
overlapping
data).
In
the
work,
CCD
ANN
were
used
for
an
cell
with
dimensionally
stable
electrodes
modified
IrO₂
alkaline
electrolyte
solution,
optimization
HHO
gas
generator.
With
it
was
possible
to
maximize
generation
(64.85
g/LNaOH
10.2
amp)
a
low
standard
deviation
(0.004),
R-sq
98.02%,
(pred)
92.04%,
demonstrated
that
data
fitted
properly
theoretical
model.
An
trained
from
large
set,
obtaining
recovery
values
close
100%,
R
1
training
(0.9894)
test
stages
(0.9677),
good
fit
according
Chi-squared
predictive
both
stages;
this
solve
issues
production
system.
The
results
indicate
are
viable
alternatives
increase
performance
Energy Sources Part B Economics Planning and Policy,
Journal Year:
2024,
Volume and Issue:
19(1)
Published: June 28, 2024
Natural
gas
plays
an
increasingly
important
role
in
the
energy
landscape,
and
its
price
experiences
significant
volatility
is
easily
affected
by
oil
due
to
substitutability.
Therefore,
this
study
investigates
emergence
of
natural
bubbles
terms
relationship
between
prices
(ROPGP)
during
sample
period
from
January
1997
2023.
Using
a
theoretical
framework
covering
that
examines
structural
dependencies,
analysis
combines
subsample
rolling
window
causality
tests,
Generalized
Supremum
Augmented
Dickey-Fuller
(GSADF)
bubble
detection
methods,
logistic
regression
models.
The
empirical
results
indicate
Europe's
diversified
policies,
ROPGP
has
adverse
effect
on
Europe.
In
Japan,
however,
positively
influences
scarcity
indigenous
resources
reliance
contracts
linked
imported
oil.
Conversely,
US,
does
not
significantly
impact
bubbles,
which
attributed
country's
self-sufficiency
production.
These
findings
highlight
differing
impacts
markets
various
regions,
shaped
their
unique
structures,
geopolitical
factors.
