Optimizing neural network efficiency with phase-change material synapses for neuromorphic computing
neuromorphic computing
phase-change materials
synaptic plasticity
energy efficiency
artificial intelligence
At petapascal pressure regimes to synthesize room-temperature superconducting hydrides
high-pressure physics
superconductivity
metallic hydrogen
quantum materials
extreme conditions
Using topological insulators for energy-efficient spintronic memory devices
topological insulators
spintronics
memory devices
energy efficiency
quantum materials
Using hydrogen storage metal-organic frameworks for high-density energy applications
hydrogen storage
MOFs
clean energy
nanoporous materials
fuel cells
Via plasma-enhanced atomic layer deposition for ultra-thin solar coatings
atomic layer deposition
solar coatings
thin films
plasma-enhanced
photovoltaics
Enhancing atmospheric water harvesting efficiency through bioinspired nanostructured surfaces
water harvesting
bioinspired materials
nanostructures
condensation
arid climates
Via self-assembled monolayer doping for next-gen solar cells
self-assembly
monolayer doping
photovoltaics
energy harvesting
nanomaterials
Optimizing redox flow batteries through novel electrolyte formulations and membrane designs
redox flow battery
electrolyte optimization
membrane design
energy storage
grid-scale
Employing germanium-silicon strain engineering for ultra-efficient thermoelectric energy harvesting
thermoelectrics
strain engineering
germanium-silicon
energy harvesting
heterostructures
With 100-year maintenance cycles: self-healing concrete using microbial-induced calcite precipitation
self-healing concrete
microbial precipitation
100-year durability
biocementation
infrastructure materials
For next-generation smartphone integration of quantum dot-based full-color micro-LEDs
quantum dots
micro-LEDs
smartphone displays
energy efficiency
color accuracy
Combining ancient Roman concrete techniques with modern nanotechnology for self-healing infrastructure
Roman concrete
nanotechnology
self-healing materials
sustainable infrastructure
civil engineering