bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Nov. 19, 2024
Humans
and
other
organisms
make
decisions
choosing
between
different
options,
with
the
aim
to
maximize
reward
minimize
cost.
The
main
theoretical
framework
for
modeling
decision-making
process
has
been
based
on
highly
successful
drift-diffusion
model,
which
is
a
simple
tool
explaining
many
aspects
of
this
process.
However,
new
observations
challenge
model.
Recently,
it
was
found
that
inhibitory
tone
increases
during
high
cognitive
load
situations
uncertainty,
but
origin
phenomenon
not
understood.
Motivated
by
observation,
we
extend
recently
developed
model
decision
making
while
animals
move
towards
targets
in
real
space.
We
introduce
an
integrated
Ising-type
includes
global
inhibition,
use
explore
its
role
decision-making.
This
can
explain
how
brain
may
utilize
inhibition
improve
accuracy.
Compared
experimental
results,
suggests
regime
brain's
activity
proximity
critical
transition
line
ordered
disordered.
Within
region
near
advantageous
property
enabling
significant
decrease
error
small
increase
also
exhibits
unique
properties
respect
learning
memory
decay.
Physical Review Letters,
Journal Year:
2025,
Volume and Issue:
134(15)
Published: April 17, 2025
Two-body
inelastic
collisions
arising
from
chemical
reactions
are
prevalent
in
ultracold
fermionic
and
bosonic
molecular
gases.
Although
recent
advancements
have
achieved
quantum
degeneracy
these
systems,
loss
dynamics
typically
modeled
phenomenologically
using
rate
equations
that
often
assume
thermalization
during
reactions.
In
this
study,
we
employ
the
Boltzmann
equation
to
analyze
particle
loss,
temperature
evolution,
momentum
distributions
single-component
Fermi
gases
first
principles.
Our
results
demonstrate
conventional
particle-number
accurately
describes
trapped
systems
but
fails
capture
behavior
homogeneous
systems.
Notably,
under
pure
p-wave
zero
elastic
collisions,
find
prepared
near
or
above
remain
a
thermal
state,
whereas
initialized
deep
within
exhibit
nonequilibrium
dynamics.
theoretical
predictions
align
well
with
experimental
observations
our
claim
can
be
further
verified
atomic
induced
two-body
box
potentials.
physica status solidi (RRL) - Rapid Research Letters,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 2, 2025
A
computational
analysis
is
performed
on
percolation
transport
and
filament
formation
in
amorphous
Ge
2
Sb
Te
5
(a‐GST)
using
2D
finite
element
multiphysics
simulations
with
nm
out‐of‐plane
depth
an
electric
field
temperature‐dependent
electronic
model
carrier
activation
energies
that
vary
locally
around
0.3
eV
as
a
function
of
temperature.
The
snapback
(threshold
switching)
behavior
the
current–voltage
(
I–V
)
characteristics
at
≈50
MV
m
−1
0.63
μA
current
for
300
K
ambient
temperature,
where
collapses
onto
single
molten
≈2
diameter,
aligned
field,
device
switches
from
high‐resistance
state
(10
8
Ω)
to
low‐resistance
3
observed.
Further
increase
voltage
across
leads
widening
filament.
Snapback
are
strong
functions
ranging
≈0.53
200
≈16.93
800
≈85
150
45
350
K,
respectively.
decreases
exponentially
increasing
length,
converging
≈38
devices
longer
than
nm.
Nature Communications,
Journal Year:
2025,
Volume and Issue:
16(1)
Published: March 28, 2025
Flat
optics
have
been
proposed
as
an
attractive
approach
for
the
implementation
of
new
imaging
and
sensing
modalities
to
replace
augment
refractive
optics.
However,
chromatic
aberrations
impose
fundamental
limitations
on
diffractive
flat
As
such,
true
broadband
high-quality
has
thus
far
out
reach
fast
f-numbers,
large
aperture,
In
this
work,
we
overcome
intrinsic
spectral
bandwidth
limitations,
achieving
in
visible
wavelength
range
with
a
meta-optic,
co-designed
computational
reconstruction.
We
derive
necessary
conditions
broadband,
1
cm
f/2
optic,
diagonal
field
view
30°
average
system
MTF
contrast
20%
or
larger
spatial
frequency
100
lp/mm
band
(>30%
<70
lp/mm).
Finally,
use
coaxial,
dual-aperture
train
meta-optic
learned
reconstruction
method
operating
pair-wise
captured
data.
Fundamentally,
our
work
challenges
entrenched
belief
inability
capturing
high-quality,
full-color
images
using
single
aperture
meta-optic.
physica status solidi (RRL) - Rapid Research Letters,
Journal Year:
2025,
Volume and Issue:
unknown
Published: May 13, 2025
The
manipulation
of
the
Rashba
effect
in
low‐dimensional
systems
is
desirable
for
next
generation
spintronic
devices.
Herein,
a
novel
strategy
proposed
to
regulate
spin
splitting
through
interfacial
interaction
Janus
WTeSe/InN
heterostructures
based
on
first‐principles
calculations.
Three
kinds
with
different
stacking
interfaces
are
constructed,
and
dependence
constant
configurations
atoms
comprehensively
investigated.
maximum
1.55
eV
Å
−1
achieved
WTeSe/N‐terminated
InN
heterostructure,
representing
193%
enhancement
compared
pristine
WTeSe
(0.53
).
It
found
that
enhanced
related
not
only
net
electric
field
but
also
interface
elements
(or
coupling).
Furthermore,
heterostructure
regulated
by
interlayer
distances
an
external
field.
constants
increase
1.95
1.74
at
spacing
2.1
under
applied
−0.3
V
,
respectively,
showing
increases
26%
12%.
This
work
paves
way
modify
2D
semiconductors.
EES Catalysis,
Journal Year:
2024,
Volume and Issue:
2(5), P. 1037 - 1058
Published: Jan. 1, 2024
The
combination
of
density
functional
theory
(DFT),
machine
learning,
descriptor-based
analysis,
and
computational
hydrogen
electrode
is
pivotal
in
discovering
novel
classed
active
catalysts
for
oxygen
reduction
reaction
(ORR).
The Journal of Physical Chemistry Letters,
Journal Year:
2024,
Volume and Issue:
15(16), P. 4286 - 4293
Published: April 12, 2024
Two-dimensional
spectral
mapping
is
used
to
visualize
how
resonant
Auger-Meitner
spectra
are
influenced
by
the
site
of
initial
core-electron
excitation
and
symmetry
core-excited
state
in
trifluoroethyl
acetate
molecule
(ESCA).
We
observe
a
significant
enhancement
electron
yield
for
COO
1s
→
π*
CF3
σ*
resonances
unlike
at
involving
CH3
CH2
sites.
The
resonance
very
different
from
each
other,
with
latter
populating
most
valence
states
equally.
Two
complementary
electronic
structure
calculations
photoelectron
cross
section
intensity
shown
effectively
reproduce
site-
state-selective
nature
features.
respective
final
hole
locality
increase
sensistivity
signal
specific
functional
group
This
showcases
decay
as
potentially
powerful
tool
selectively
probing
structural
changes
sites
polyatomic
molecules.
Communications Physics,
Journal Year:
2024,
Volume and Issue:
7(1)
Published: Oct. 17, 2024
Abstract
The
ultrashort
and
intense
pulses
of
X-rays
produced
at
X-ray
free
electron
lasers
(XFELs)
have
enabled
unique
experiments
on
the
atomic
level
structure
dynamics
matter,
with
time-resolved
studies
permitted
in
femto-
attosecond
regimes.
To
fully
exploit
them,
it
is
paramount
to
obtain
a
comprehensive
understanding
complex
nonlinear
interactions
that
can
occur
such
extreme
intensities.
Herein,
we
report
experimental
observation
resonant
double-core
excitation
scheme
N
2
,
where
two
1
σ
core-level
electrons
are
resonantly
promoted
unoccupied
$$1{\pi
}_{g}^{*
}$$
1πg*
molecular
orbitals
by
single
few-femtosecond
broad-bandwidth
XFEL
pulse.
production
these
neutral
two-site
double
core
hole
states
evidenced
through
their
characteristic
decay
channels,
which
observed
good
agreement
high-level
theoretical
calculations.
Such
multi-core
schemes,
benefiting
from
high
interaction
cross
sections
state-
site-selective
nature
interactions,
should
be
generally
accessible
irradiated
molecules,
provide
interesting
opportunities
for
chemical
analysis
monitoring
ultrafast
dynamic
processes.