Optimizing sparse mixture-of-experts models for energy-efficient AI training and inference
mixture-of-experts
energy-efficient AI
sparse models
neural networks
distributed training
Targeting 2025 regulatory approval for solid-state battery breakthroughs in EVs
solid-state batteries
electric vehicles
regulatory approval
energy storage
2025 targets
Optimizing enzyme turnover numbers for industrial biofuel production
enzyme kinetics
biofuel
industrial biotechnology
catalytic efficiency
metabolic engineering
Employing floating solar desalination for sustainable freshwater production in coastal arid regions
floating solar
desalination
renewable energy
water scarcity
coastal ecosystems
Scaling artificial photosynthesis in femtoliter volumes for sustainable fuel production
artificial photosynthesis
femtoliter reactors
renewable fuels
photocatalysis
microfluidics
Via algae biofuel strain engineering to optimize lipid production for aviation fuels
algae bioengineering
aviation biofuels
lipid optimization
strain modification
renewable energy
Reimagining Victorian-era inventions with modern nanotechnology for energy efficiency
Victorian inventions
nanotechnology
energy efficiency
historical engineering
modern applications
Via algae biofuel strain engineering to optimize lipid production yields
algae biofuel
strain engineering
lipid production
renewable energy
genetic optimization
With flow chemistry robots targeting multi-enzyme cascades for sustainable drug synthesis
flow chemistry
enzymatic cascades
drug synthesis
automation
sustainable chemistry
Grid-forming inverters for stabilizing microgrids with 90% renewable penetration
grid-forming inverters
microgrid stability
renewable energy integration
power electronics
voltage control
Enhancing biodegradable electronics via enzymatic polymerization of conductive organic materials
biodegradable electronics
enzymatic polymerization
conductive polymers
sustainable tech
organic semiconductors
Self-optimizing reactors for sustainable ammonia synthesis aligning with 2035 SDG targets
self-optimizing reactors
ammonia synthesis
sustainable chemistry
SDG targets
green energy