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DOE/Brookhaven National Laboratory


From face recognition to phase recognition

Scientists have developed a neural network that can recognize features in x-ray absorption spectra sensitive to atomic arrangement at fine scales. This method helps reveal details of atomic-scale rearrangements during iron's phase transition, and could be applied to study nanoparticles, catalytic materials, and other materials.

SourceDOE/Brookhaven National Laboratory·JournalPhysical Review Letters·DateMay 31, 2018

Converting CO2 into usable energy

Researchers at Brookhaven National Laboratory have identified a new electrocatalyst that efficiently converts carbon dioxide into carbon monoxide, a highly energetic molecule. Single nickel atoms were found to catalyze the reaction with up to 97% efficiency, paving the way for recycling CO2 for usable energy and chemicals.

SourceDOE/Brookhaven National Laboratory·JournalEnergy & Environmental Science·DateMar 1, 2018

Machine learning translates 'hidden' information to reveal chemistry in action

Scientists have developed a new machine learning method that can analyze x-ray data to reveal the structures and environments of catalysts during reactions. This allows for real-time analysis and optimization of reaction conditions, potentially leading to improved catalyst performance and faster production of desired products.

SourceDOE/Brookhaven National Laboratory·JournalThe Journal of Physical Chemistry Letters·DateOct 10, 2017

With extra sugar, leaves get fat too

Researchers at Brookhaven National Laboratory found that increasing sugar levels in plant leaves increases oil content, which could lead to the production of biofuels and useful chemicals. By selectively breeding plants with specific traits, they successfully tipped the balance of plant metabolism to favor higher oil production.

SourceDOE/Brookhaven National Laboratory·JournalPLANT PHYSIOLOGY·DateSep 25, 2017

Scientists design molecular system for artificial photosynthesis

Researchers have designed a molecular system that incorporates individual components specialized for light absorption, charge separation, and catalysis into a single supramolecule. The seven-metal system with six Ru centers produces more hydrogen and remains stable for longer periods than the four-metal system with three Ru centers.

SourceDOE/Brookhaven National Laboratory·JournalJournal of the American Chemical Society·DateJun 2, 2017