Active Learning Guided Optimization of Frontal Ring-Opening Metathesis Polymerization via Alkylidene Modification
ACS Macro Letters,
Journal Year:
2025,
Volume and Issue:
unknown, P. 525 - 531
Published: April 11, 2025
Frontal
ring-opening
metathesis
polymerization
(FROMP)
offers
an
energy-efficient
method
for
manufacturing
high-performance
thermoset
resins.
However,
the
background
reaction
attributed
to
(ROMP)
results
in
a
complex
trade-off
between
resin
shelf
life─necessary
practical
manufacturability─and
front
velocity.
Here,
we
study
influence
of
alkylidene
ligand
selection
Grubbs'
second-generation
Ru-initiators
on
kinetics
FROMP
and
ROMP.
We
reveal
that
identity
differentially
affects
ROMP
reactivity,
enabling
tunable
control
over
pot
life
speed.
Leveraging
this
insight,
use
active
learning
with
multiobjective
Bayesian
optimization
efficiently
explore
design
space
identify
superior
formulations.
This
work
advances
rational
resins,
expanding
range
accessible
formulations
accelerating
discovery
materials
applications.
Language: Английский
Photochemical Activation of Ruthenium Complexes Containing Unsymmetrical Unsaturated N-Heterocyclic Carbenes for Olefin Metathesis
Synthesis,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 16, 2025
Abstract
Olefin
metathesis
is
a
fundamental
transformation
in
organic
chemist’s
toolbox.
Herein
we
report
methodological
study
on
set
of
bench
stable,
latent,
ruthenium-indenylidene
catalysts
bearing
two
unsymmetrical
unsaturated
N-heterocyclic
carbene
(NHC)
ligands.
These
complexes
are
successfully
‘activated’
and
applied
to
ring-closing
(RCM),
cross-metathesis
(CM),
ring-opening
cross
(ROCM)
upon
light
irradiation
the
presence
an
photoactivator.
The
transformations
could
be
performed
at
lower
catalytic
loading
(down
1
mol%)
compared
state-of-the-art
photochemical
activation
methods,
providing
good
yields
shorter
reaction
time
Language: Английский
Rapid Gelation of Dicyclopentadiene Resins for Additive Manufacturing of Thermoset Polymers
ACS Macro Letters,
Journal Year:
2025,
Volume and Issue:
unknown, P. 570 - 575
Published: April 23, 2025
Thermoset
resins
of
dicyclopentadiene
were
viscosity-modified
to
achieve
the
rheology
necessary
for
Direct
Ink
Writing,
with
deposited
ink
solidified
on-the-fly
by
frontal
polymerization.
This
rapid
modification
strategy
incorporated
ruthenium-based
Grubbs'
third-generation
catalyst
and
a
ligand
exchange
reaction
decrease
gelation
time
under
10
min,
an
order
magnitude
less
than
existing
strategies.
The
gelled
are
rheologically
stable
retain
their
reactivity
over
500
days.
Viscosity
enables
3D-printing
these
resins,
producing
polymers
thermomechanical
properties
that
match
or
surpass
those
from
more
slowly.
Replacing
solvent
eliminates
reduction
in
glass
transition
temperature
plasticization
while
maintaining
extended
resin
pot
life.
Language: Английский