Advanced materials for sustainable technologies

Employing retrieval-augmented generation to accelerate discovery in rare earth element recycling

retrieval-augmented generation rare earth elements chemical recycling language models materials recovery

Employing self-healing materials for corrosion-resistant infrastructure in megacity-scale coastal projects

self-healing concrete coastal engineering smart materials urban resilience chloride resistance

Via deep-ocean carbon sequestration to offset industrial emissions at scale

deep-ocean carbon storage industrial emissions climate mitigation abyssal ecosystems carbon sequestration

Predicting rare chemical reaction pathways using reaction prediction transformers

machine learning retrosynthesis cheminformatics catalyst design reaction space

Uniting paleoclimatology with AI prediction to model ancient climate tipping points

paleoclimatology AI modeling climate tipping points deep learning proxy data

For solid-state battery breakthroughs with solvent-free processing and AI optimization

solid-state batteries solvent-free processing AI optimization energy storage electrode fabrication

Investigating multi-generational epigenetic inheritance using CRISPR-Cas12a gene editing in model organisms

epigenetics transgenerational inheritance CRISPR-Cas12a environmental stress model organisms

Deep-ocean carbon sequestration through enhanced mineral weathering in abyssal plains

carbon sequestration ocean alkalinity enhancement mineral weathering climate engineering abyssal processes

Tracking greenhouse gas emissions through quantum sensors for real-time monitoring

quantum sensors emissions tracking greenhouse gases real-time monitoring environmental sensing

Through biochar soil enhancement in heavy metal phytoremediation strategies

sorption capacity rhizosphere microbiome phytoextraction carbon sequestration soil amendments

Engineering plastic-eating enzymes through accidental discovery pathways for waste breakdown

PETase directed evolution enzymatic recycling landfill reduction biocatalysis

Via high-throughput catalyst screening for green hydrogen production optimization

high-throughput screening catalyst discovery green hydrogen electrolysis optimization renewable energy