Closed‐Loop Solid‐State Synthesis Planning for Materials Discovery With Large Language Models
Leveraging literature data, we build a large‐language‐model‐driven workflow that extracts synthesis steps from 4407 papers, retrieves similar precedents, and generates candidate solid‐state synthesis recipes. The system benchmarks against ground‐truth and then operates in a closed loop with experiments to synthesize oxy‐selenide electrolyte materials ...
Dong Won Jeon +9 more
wiley +1 more source
Conversion of a piston-cylinder dimensional dataset to the effective area of a mechanical pressure generator. [PDF]
Egan PF +3 more
europepmc +1 more source
Sustainable and Multifunctional Natural Macromolecular Polymers for Aqueous Zn Metal Batteries
We comprehensively review the structure‐function relationships and regulatory mechanism of natural macromolecular polymers in stabilizing zinc anodes at the microscopic and mesoscopic scales. The interactions among polymer structures, optimization strategies, and regulatory mechanisms are discussed systematically summarizing recent related research ...
Yunuo Shi +13 more
wiley +1 more source
Chemistry in Extreme Environments: The Mystery of Molecular Complexity in Space. [PDF]
Puzzarini C, Alessandrini S.
europepmc +1 more source
Constrained Forest Methane Sink by Thermal Adaptation of Soil Methanotrophs. [PDF]
Jiang B +5 more
europepmc +1 more source
Deciphering the interplay between fruit-associated metabolites and bacterial communities across four distinct mango cultivars. [PDF]
Zhang C +8 more
europepmc +1 more source
Cryptic Diversity and Genetic Differentiation of Mesophotic Hydroids in the Southwestern Indian Ocean. [PDF]
Ory D +4 more
europepmc +1 more source
Performance Evaluation, Optical Optimization and Earth-Based Validation of Star Sensors for Ground Detection in Martian Dust Environments. [PDF]
Gao Y +5 more
europepmc +1 more source

