Observing electron dynamics within attosecond timeframes using laser spectroscopy
attosecond physics
laser spectroscopy
electron dynamics
ultrafast science
quantum mechanics
Targeting plastic-eating enzymes through directed evolution for landfill remediation
plastic degradation
enzyme engineering
PETase
landfill remediation
directed evolution
Synthesizing algebraic geometry with neural networks to improve topological data analysis
algebraic geometry
neural networks
topological data analysis
machine learning
mathematical modeling
Synthesizing algebraic geometry with neural networks for topological data analysis
algebraic geometry
neural networks
topology
machine learning
manifolds
Bridging quantum biology with information theory to model photosynthesis efficiency in algae
quantum biology
information theory
photosynthesis
algae bioenergy
quantum coherence
Synthesizing algebraic geometry with neural networks for advanced image recognition
algebraic geometry
neural networks
image recognition
mathematical modeling
machine learning
For femtosecond pulse interactions with 2D materials to achieve attosecond control
femtosecond lasers
2D materials
attosecond physics
electron dynamics
ultrafast spectroscopy
Decoding microbial communication in deep-sea hydrothermal vent ecosystems
hydrothermal vent microbes
quorum sensing
extremophile communication
deep-sea ecology
metabolomics
Leveraging phase-change material synapses for energy-efficient neuromorphic computing architectures
phase-change materials
neuromorphic computing
energy efficiency
synaptic plasticity
brain-inspired hardware
Through prebiotic chemical timescales to simulate early Earth hydrothermal vent reactions
prebiotic chemistry
hydrothermal vents
abiogenesis
timescale simulation
origin of life
Designing biomimetic radiation shielding for long-duration space missions using nuclear thermal propulsion
biomimetic shielding
nuclear propulsion
space radiation
interstellar travel
material science
Through 3D monolithic integration for next-generation photonic chips
photonic integration
3D fabrication
optical computing
semiconductor technology
nanophotonics