Chemical Reviews,
Journal Year:
2021,
Volume and Issue:
122(2), P. 2487 - 2649
Published: Nov. 9, 2021
Redox
processes
are
at
the
heart
of
synthetic
methods
that
rely
on
either
electrochemistry
or
photoredox
catalysis,
but
how
do
and
catalysis
compare?
Both
approaches
provide
access
to
high
energy
intermediates
(e.g.,
radicals)
enable
bond
formations
not
constrained
by
rules
ionic
2
electron
(e)
mechanisms.
Instead,
they
1e
mechanisms
capable
bypassing
electronic
steric
limitations
protecting
group
requirements,
thus
enabling
chemists
disconnect
molecules
in
new
different
ways.
However,
while
providing
similar
intermediates,
differ
several
physical
chemistry
principles.
Understanding
those
differences
can
be
key
designing
transformations
forging
disconnections.
This
review
aims
highlight
these
similarities
between
comparing
their
underlying
principles
describing
impact
electrochemical
photochemical
methods.
Advanced Science,
Journal Year:
2022,
Volume and Issue:
9(17)
Published: April 15, 2022
Abstract
Replacing
oxygen
evolution
reaction
(OER)
by
electrooxidations
of
organic
compounds
has
been
considered
as
a
promising
approach
to
enhance
the
energy
conversion
efficiency
electrolytic
water
splitting
proces.
Developing
efficient
electrocatalysts
with
low
potentials
and
high
current
densities
is
crucial
for
large‐scale
productions
H
2
other
value‐added
chemicals.
Herein,
non‐noble
metal
Co‐doped
Ni
3
S
self‐supported
on
foam
(NF)
substrate
are
prepared
used
catalysts
5‐hydroxymethylfurfural
(HMF)
oxidation
(HMFOR)
under
alkaline
aqueous
conditions.
For
HMFOR,
Co
0.4
NiS@NF
electode
achieves
an
extremely
onset
potential
0.9
V
versus
reversible
hydrogen
electrode
(RHE)
records
large
density
497
mA
cm
–2
at
1.45
RHE
HMFOR.
During
HMFOR‐assisted
production,
yield
rates
2,5‐furandicarboxylic
acid
(FDCA)
in
10
mL
electrolyte
containing
×
−3
M
HMF
330.4
µmol
h
–1
1000
,
respectively.
The
electrocatalyst
displays
good
cycling
durability
toward
HMFOR
can
be
electrooxidation
biomass‐derived
findings
present
facile
route
based
heteroatom
doping
fabricate
high‐performance
catalyses
that
facilitate
industrial‐level
production
coupling
conventional
HER
cathodic
processes
Advanced Science,
Journal Year:
2022,
Volume and Issue:
10(4)
Published: Dec. 8, 2022
The
conversion
of
biomass
is
a
favorable
alternative
to
the
fossil
energy
route
solve
crisis
and
environmental
pollution.
As
one
most
versatile
platform
compounds,
5-hydroxymethylfural
(HMF)
can
be
transformed
various
value-added
chemicals
via
electrolysis
combining
with
renewable
energy.
Here,
recent
advances
in
electrochemical
oxidation
HMF,
from
reaction
mechanism
reactor
design
are
reviewed.
First,
pathway
summarized
systematically.
Second,
parameters
easy
ignored
emphasized
discussed.
Then,
electrocatalysts
reviewed
comprehensively
for
different
products
reactors
introduced.
Finally,
future
efforts
on
exploring
mechanism,
electrocatalysts,
prospected.
This
review
provides
deeper
understanding
electrocatalyst
reactor,
which
expected
promote
economical
efficient
industrial
applications.
The Analyst,
Journal Year:
2021,
Volume and Issue:
146(21), P. 6351 - 6364
Published: Jan. 1, 2021
Electrochemical
sensors
and
biosensors
have
been
successfully
used
in
a
wide
range
of
applications,
but
systematic
optimization
nonlinear
relationships
compromised
for
electrode
fabrication
data
analysis.
Machine
learning
experimental
designs
are
chemometric
tools
that
proved
to
be
useful
method
development
This
minireview
summarizes
recent
applications
machine
electroanalytical
chemistry.
First,
designs,
e.g.,
full
factorial,
central
composite,
Box-Behnken
discussed
as
approaches
optimize
consider
the
effects
from
individual
variables
their
interactions.
Then,
principles
algorithms,
including
linear
logistic
regressions,
neural
network,
support
vector
machine,
introduced.
These
models
implemented
extract
complex
between
chemical
structures
electrochemical
properties
analyze
complicated
improve
calibration
analyte
classification,
such
electronic
tongues.
Lastly,
future
is
outlined.
strategies
will
accelerate
enhance
performance
devices
point-of-care
diagnostics
commercialization.
Journal of the American Chemical Society,
Journal Year:
2022,
Volume and Issue:
144(42), P. 19456 - 19465
Published: Oct. 5, 2022
Highly
chemo-
and
regioselective
semihydrogenation
of
alkynes
is
significant
challenging
for
the
synthesis
functionalized
alkenes.
Here,
a
sequential
self-template
method
used
to
synthesize
amorphous
palladium
sulfide
nanocapsules
(PdSx
ANCs),
which
enables
electrocatalytic
terminal
in
H2O
with
excellent
tolerance
easily
reducible
groups
(e.g.,
C–I/Br/Cl,
C═O)
metal
center
deactivating
skeletons
quinolyl,
carboxyl,
nitrile).
Mechanistic
studies
demonstrate
that
specific
σ-alkynyl
adsorption
via
carbon
negligible
alkene
on
isolated
Pd2+
sites
ensure
successful
various
alkenes
outstanding
time-irrelevant
selectivity
wide
potential
range.
The
key
hydrogen
radical
intermediates
are
validated
by
electron
paramagnetic
resonance
high-resolution
mass
spectrometry.
Gram-scale
4-bromostyrene
expedient
preparation
deuterated
precursors
drugs
D2O
show
promising
applications.
Impressively,
PdSx
ANCs
can
be
applied
prevailing
thermocatalytic
alkyne
using
H2.
ACS Catalysis,
Journal Year:
2021,
Volume and Issue:
11(14), P. 8958 - 8967
Published: July 7, 2021
Unveiling
the
origin
of
an
electrode's
ability
to
control
reaction
outcome
and
identifying
key
factors
explore
a
promising
electrode
for
selective
synthesis
value-added
chemicals
are
highly
desirable
minimizing
reliance
on
dominant
trial-and-error
screening
mode
materials.
Here,
electroreductive
pinacol
coupling
aromatic
carbonyl
compounds
in
alkaline
solution
was
selected
as
model;
hydrogen
adsorption
free
energy
(ΔGH*)
far
from
0,
specific
aryl
ring
substrates,
facile
desorption
products
were
proposed
that
make
material
ideal
synthesis.
These
made
carbon
fiber
paper
(CP)
optimal
hydrobenzoin
with
99%
selectivity,
96%
Faraday
efficiency,
rate
0.6
mmol
cm–2
h–1.
The
adsorbed
CP
surface
promoted
electron
transfer
endowed
production
high
selectivity
over
wide
range
potentials
current
densities.
Furthermore,
bonding
also
crucial
reducing
generating
ketyl
radical,
intermediate
pinacols,
solution.
could
be
reused
10
cycles
while
maintaining
pinacol.
This
electrochemical
method
showcased
substrate
scope,
which
developed
paired
anodic
fabrication
benzaldehyde
cathodic
using
bifunctional
electrodes,
gram-scale
membrane
reactor,
highlighting
its
great
promise.
ChemElectroChem,
Journal Year:
2021,
Volume and Issue:
8(14), P. 2621 - 2629
Published: April 19, 2021
Abstract
Unlike
common
analytical
techniques
such
as
cyclic
voltammetry,
statistics‐based
optimization
tools
are
not
yet
often
in
the
toolbox
of
preparative
organic
electrochemists.
In
general,
experimental
effort
is
optimally
utilized
because
selection
conditions
based
on
one‐variable‐at‐a‐time
principle.
We
will
summarize
statistically
motivated
approaches
already
used
context
electroorganic
synthesis.
discuss
central
ideas
these
methods
which
originate
from
other
fields
chemistry
relation
to
electrosynthetic
applications.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: May 31, 2023
Challenging
enantio-
and
diastereoselective
cobalt-catalyzed
C-H
alkylation
has
been
realized
by
an
innovative
data-driven
knowledge
transfer
strategy.
Harnessing
the
statistics
of
a
related
transformation
as
source,
designed
machine
learning
(ML)
model
took
advantage
delta
enabled
accurate
extrapolative
enantioselectivity
predictions.
Powered
model,
virtual
screening
broad
scope
360
chiral
carboxylic
acids
led
to
discovery
new
catalyst
featuring
intriguing
furyl
moiety.
Further
experiments
verified
that
predicted
acid
can
achieve
excellent
stereochemical
control
for
target
alkylation,
which
supported
expedient
synthesis
large
library
substituted
indoles
with
C-central
C-N
axial
chirality.
The
reported
approach
provides
powerful
data
engine
accelerate
molecular
catalysis
harnessing
hidden
value
available
structure-performance
statistics.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: June 15, 2023
Accurate
prediction
of
reactivity
and
selectivity
provides
the
desired
guideline
for
synthetic
development.
Due
to
high-dimensional
relationship
between
molecular
structure
function,
it
is
challenging
achieve
predictive
modelling
transformation
with
required
extrapolative
ability
chemical
interpretability.
To
meet
gap
rich
domain
knowledge
chemistry
advanced
graph
model,
herein
we
report
a
knowledge-based
model
that
embeds
digitalized
steric
electronic
information.
In
addition,
interaction
module
developed
enable
learning
synergistic
influence
reaction
components.
this
study,
demonstrate
achieves
excellent
predictions
yield
stereoselectivity,
whose
corroborated
by
additional
scaffold-based
data
splittings
experimental
verifications
new
catalysts.
Because
embedding
local
environment,
allows
atomic
level
interpretation
on
overall
performance,
which
serves
as
useful
guide
engineering
towards
target
function.
This
offers
an
interpretable
approach
performance
prediction,
pointing
out
importance
knowledge-constrained
purpose.
Angewandte Chemie International Edition,
Journal Year:
2023,
Volume and Issue:
62(11)
Published: Jan. 16, 2023
Different
from
the
previous
study
that
biomass
derivatives
replace
water
oxidation
for
enhancing
hydrogen
production,
we
found
mild
was
more
conductive
to
cathodic
production.
In
this
study,
maximum
Faradaic
efficiency
(>99
%)
and
lower
energy
consumption
production
achieved
by
precisely
controlling
two-electron
electrochemical
of
tetrahydroisoquinolines
(THIQs)
dihydroisoquinolines
(DHIQs)
in
place
four-electron
deep
isoquinolines
(IQs).
Moreover,
high
value-added
DHIQs
were
prepared
THIQs
with
selectivity
at
low
potential
1.36
V.
Operando
Raman
density
functional
theory
proved
attributed
regulable
active
species
NiOOH
induced
interaction
Co
Fe
preferentially
breaking
C-H
bond
rather
than
N-H
THIQs.
This
novel
method
provides
important
insight
into
efficient
biomass-assisted