Enhancing neuromorphic computing efficiency with phase-change material synapses and terahertz oscillation frequencies
neuromorphic computing
phase-change materials
terahertz oscillations
synaptic plasticity
energy efficiency
Synthesizing algebraic geometry with neural networks to optimize topological data analysis
algebraic geometry
neural networks
topological data analysis
machine learning
mathematical optimization
Through Cambrian explosion analogs to engineer rapid evolutionary bio-inspired materials
Cambrian explosion
biomimicry
evolutionary materials
adaptive structures
bioengineering
Combining knot theory with biophysics to model DNA supercoiling dynamics in bacterial chromosomes
knot theory
DNA supercoiling
biophysics
bacterial chromosomes
topological constraints
Using carbon nanotube vias for ultra-high-density interconnects in next-generation neuromorphic computing chips
carbon nanotubes
neuromorphic computing
interconnects
vias
nanoelectronics
Scaling artificial photosynthesis in femtoliter volumes for sustainable fuel production
artificial photosynthesis
femtoliter reactors
renewable fuels
photocatalysis
microfluidics
Integrating coral reef ecology with 3D printing for scalable habitat restoration by 2100
coral reefs
3D printing
habitat restoration
sea level rise
marine ecology
Employing germanium-silicon strain engineering for next-generation photonic devices
germanium-silicon
strain engineering
photonics
optoelectronics
semiconductor devices
Directed self-assembly of block copolymers for next-generation photonic crystal fabrication
block copolymers
self-assembly
photonic crystals
nanofabrication
optical materials
Phase-change material synapses for energy-efficient neuromorphic computing architectures
neuromorphic computing
phase-change materials
artificial synapses
energy efficiency
plasticity emulation
Using mycelium-based air filtration to mitigate urban pollution hotspots
mycelium
air filtration
urban pollution
bioremediation
particulate matter
Connecting dark matter detection with non-Newtonian fluid dynamics experiments
dark matter analogs
shear-thickening fluids
weakly interacting particles
lab-scale cosmology
non-Newtonian physics