Redox-active molecules for aqueous electrolytes of energy storage devices: A review on fundamental aspects, current progress, and prospects
Materials Science and Engineering R Reports,
Год журнала:
2024,
Номер
161, С. 100865 - 100865
Опубликована: Окт. 5, 2024
Язык: Английский
Data-driven discovery of vanadium-based anode materials for lithium-ion batteries
Journal of Energy Storage,
Год журнала:
2025,
Номер
118, С. 116290 - 116290
Опубликована: Март 20, 2025
Язык: Английский
Effect of Ca Content on Electrochemical Discharge and Corrosion Performance of Mg-6Al-1Sn Alloy Anodes for Mg-Air Batteries
Materials,
Год журнала:
2025,
Номер
18(7), С. 1562 - 1562
Опубликована: Март 30, 2025
This
study
conducted
a
systematic
investigation
on
how
Ca
content
affected
Mg-6Al-1Sn
alloys
as
anodes
for
Mg-air
batteries
in
terms
of
their
microstructure,
electrochemical
corrosion
behavior,
and
discharge
performance.
According
to
the
results,
incorporating
induces
formation
blocky
β-Mg17Al12
phases
containing
refines
grain
structure.
Compared
Mg
without
Ca,
with
exhibit
significantly
improved
self-corrosion
resistance
because
preferential
enrichment
at
boundaries
within
reduces
potential
difference
between
matrix.
Consequently,
galvanic
is
mitigated,
together
effective
suppression
reaction
anodes.
Additionally,
alloy
shows
higher
anode
utilization
efficiency
content.
The
combined
results
indicate
that
Mg-6Al-1Sn-0.5Ca
exhibits
superior
properties
vs.
other
tested
compositions.
Furthermore,
battery
using
demonstrates
heavier
average
71.12%,
which
7.56%
than
alloy.
Язык: Английский
Comprehensive study on corrosion and discharge performance of Mg-Ca alloy with high Ca content
Journal of Materials Research and Technology,
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 1, 2025
Язык: Английский
Identifying the Key Parameters for Organic Solar Cells Using the Machine Learning Method
The Journal of Physical Chemistry C,
Год журнала:
2024,
Номер
128(43), С. 18191 - 18199
Опубликована: Окт. 22, 2024
Organic
solar
cells
(OSCs)
are
lightweight,
flexible,
and
highly
transparent;
however,
their
power
conversion
efficiency
is
currently
subpar.
This
has
motivated
researchers
to
intensify
efforts
augment
the
performance
of
these
devices.
In
non-fullerene-acceptor
(NFA)
OSCs,
impact
spin-triplet
states
proved
be
significant.
addition,
it
been
shown
that
low
exciton
binding
energies
in
NFAs,
such
as
Y6,
can
lead
self-dissociation.
These
findings
call
for
a
deeper
exploration.
this
paper,
we
introduce
an
extended
hot
kinetic
model
accounts
all
spin
direct
dissociation
local
evaluate
effects
on
OSC
performance.
The
machine
learning
technique,
specifically
regression
neural
network
algorithm,
employed
handle
complex
calculations
related
model.
algorithm
generates
current
density–voltage
(J–V)
curves
from
which
three
crucial
factors
identified
out
28
examined
factors,
influence
parameters
thoroughly
investigated.
analysis
indicates
improving
charge
carrier
mobility
enhances
fill
factor
(FF),
raising
energy
singlet
transfer
increases
open-circuit
voltage
(VOC),
thicker
film
generally
boosts
short-circuit
density
(JSC)
but
reduces
FF.
Additionally,
explore
how
affect
device
collectively.
research
offers
fresh
insights
into
designing
more
efficient
Язык: Английский
Development of petroleum-derived polymeric additive to enhance the bituminous properties with the use of a machine-learning model
Sustainable Chemistry for the Environment,
Год журнала:
2024,
Номер
unknown, С. 100186 - 100186
Опубликована: Ноя. 1, 2024
Язык: Английский
Activating discharge and inhibiting self-corrosion by adding indium to the anode of Mg-air battery
LI Dong-hu,
Lifeng Hou,
Huayun Du
и другие.
Nanoscale,
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 30, 2024
Self-corrosion
and
low
practical
voltage
of
anodes
severely
limit
the
usage
Mg-air
batteries.
Although
many
elements,
including
indium
(In),
have
been
used
to
enhance
discharge
characteristics
Mg
anodes,
unclear
mechanism
action
a
single
element
lack
research
on
binary
alloys
as
restricted
development
Herein,
Mg-xIn
(x
=
0.5,
1,
2,
4)
were
melted
anode
materials
for
The
In
in
Mg-In
alloy
activated
process
inhibited
self-corrosion
chunk
effect,
thereby
greatly
improving
anodic
efficiency
batteries
assembled
from
Mg-1In
reached
voltages
exceeding
1.5
V
at
current
density
over
1.1
even
40.0
mA
cm-2.
exhibited
greater
than
63.2%
all
densities
demonstrated
peak
specific
energy
2100.2
mW
h
g-1.
Furthermore,
performed
well
long-term,
intermittent,
constant-power
discharges.
simple
design
activation
inhibition
mechanisms
provide
new
avenue
development.
Язык: Английский