Sustainable manufacturing and green chemistry innovations

Predicting complex organic reactions using transformer models trained on synthetic pathways

reaction prediction transformer models organic synthesis cheminformatics machine learning

Accelerating organic synthesis via microwave-assisted reactions with heterogeneous catalysts

microwave chemistry heterogeneous catalysis organic synthesis green chemistry reaction optimization

Reviving patent-expired innovations for sustainable agricultural pest control

patent-expired agrochemicals integrated pest management sustainability crop protection

Using cold spray additive techniques to repair aerospace components via existing manufacturing infrastructure

additive manufacturing aerospace repair cold spray industrial adaptation material deposition

Accelerating digital twin adoption for precision manufacturing with 3-year commercialization paths

digital twins Industry 4.0 predictive maintenance smart factories rapid commercialization

Optimizing enzymatic polymerization for biodegradable plastic alternatives

enzymatic polymerization biodegradable plastics sustainable materials polymer engineering green chemistry

Using atomic layer etching for precise fabrication of 2nm semiconductor nodes

atomic layer etching semiconductor fabrication 2nm nodes nanomanufacturing chip scaling

Using biocatalytic cascades for solvent-free synthesis of biodegradable polymers

biocatalytic cascades solvent-free synthesis biodegradable polymers enzymatic polymerization green chemistry

Optimizing industrial automation with collaborative robot cells for flexible manufacturing lines

collaborative robots industrial automation flexible manufacturing human-robot interaction Industry 4.0

Photoredox catalysis for selective C–H functionalization in complex alkaloids

photoredox chemistry C–H functionalization alkaloids visible-light catalysis synthetic methodology

Digital twin manufacturing for personalized prosthetics with embodied active learning

digital twin personalized prosthetics active learning biomechanics adaptive manufacturing

Via self-optimizing reactors for continuous pharmaceutical synthesis under dynamic conditions

self-optimizing reactors pharmaceutical synthesis process automation dynamic conditions continuous manufacturing