Fusing flow chemistry robots with sparse mixture-of-experts AI for drug discovery
automated synthesis
MoE models
high-throughput chemistry
reaction optimization
AI-driven discovery
Photoredox chemistry for selective C–H functionalization in complex molecular scaffolds
photoredox catalysis
C–H functionalization
organic synthesis
visible-light activation
selectivity
Repurposing existing manufacturing infrastructure for scalable carbon nanotube via production
carbon nanotubes
manufacturing infrastructure
semiconductor fabrication
interconnects
scalable production
Using biocatalytic cascades for sustainable pharmaceutical intermediate synthesis
biocatalysis
pharmaceutical synthesis
enzyme cascades
green chemistry
reaction engineering
Via self-optimizing reactors in picocubic reaction chambers for nanoscale synthesis
microfluidics
nanotechnology
autonomous chemistry
lab-on-a-chip
precision manufacturing
Investigating nanoscale mixing techniques for accelerated chemical reactions in microfluidic devices
nanoscale mixing
microfluidics
chemical reactions
lab-on-a-chip
turbulence enhancement
Developing next-generation smartphone thermal management via existing manufacturing infrastructure
thermal management
smartphones
graphene
manufacturing scalability
consumer electronics
Optimizing chemical synthesis yields with self-optimizing reactors powered by machine learning algorithms
self-optimizing reactors
chemical synthesis
machine learning
yield optimization
reaction automation
Using computational retrosynthesis to accelerate discovery of biodegradable polymers
computational retrosynthesis
biodegradable polymers
green chemistry
material design
sustainability
With patent-expired innovations to develop low-cost diagnostic tools for neglected diseases
open-source diagnostics
neglected diseases
patent expiration
global health
frugal innovation
Optimizing chemical reaction yields through autonomous lab assistants and solvent selection engines
autonomous labs
solvent optimization
chemical yields
AI-driven chemistry
reaction efficiency
Advancing robotic tactile intelligence with solvent-free processing of piezoelectric polymers
robotics
tactile sensors
solvent-free fabrication
piezoelectric materials
haptic feedback