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DOE/Lawrence Berkeley National Laboratory


Getting a charge out of MOFs

A team of researchers developed an electrically conductive MOF that conducts electricity up to 10,000 times better than before, using a potassium chemical mix to boost conductivity. The new material has high electron mobility and can be used in various applications including batteries, supercapacitors, and fuel cells.

SourceDOE/Lawrence Berkeley National Laboratory·JournalNature Materials·DateAug 24, 2018

Scientists squeeze nanocrystals in a liquid droplet into a solid-like state and back again

Researchers at Lawrence Berkeley National Laboratory have discovered a way to transform a liquid-like state into a solid-like state and back again by introducing a chemical compound. The study has implications for developing all-liquid electronics and interacting with cells, and could lead to new ways of controlling nanoscale elements.

SourceDOE/Lawrence Berkeley National Laboratory·JournalScience Advances·DateAug 8, 2018

Scientists create continuously emitting microlasers with nanoparticle-coated beads

Researchers have found a way to convert nanoparticle-coated microscopic beads into lasers smaller than red blood cells. These microlasers can constantly and stably emit light for hours at a time, even when submerged in biological fluids. The innovation opens up the possibility for imaging or controlling biological activity with infrare...

SourceDOE/Lawrence Berkeley National Laboratory·JournalNature Nanotechnology·DateJun 18, 2018

Experiments at Berkeley Lab help trace interstellar dust back to solar system's formation

Researchers at Berkeley Lab used infrared light and electron microscopy to study interplanetary particles, finding they contain pre-solar dust leftover from the solar system's formation. The dust, consisting of carbon, ices, and disordered silicate, was mostly destroyed by planet formation processes.

SourceDOE/Lawrence Berkeley National Laboratory·JournalProceedings of the National Academy of Sciences·DateJun 11, 2018

Tau-tolly microtubular!

Researchers have created a near-atomic-resolution model of tau-microtubule interactions, revealing how tau stabilizes microtubules and forms aggregates that contribute to neurodegenerative diseases. The study provides insight into the mechanisms underlying tauopathies, such as Alzheimer's disease.

Fleet of automated electric taxis could deliver environmental and energy benefits

Researchers at Berkeley Lab analyzed the cost, energy, and environmental implications of a fleet of self-driving electric vehicles operating in Manhattan. They found that shared automated electric vehicles could get the job done at a lower cost while reducing greenhouse gas emissions and energy consumption.

SourceDOE/Lawrence Berkeley National Laboratory·JournalEnvironmental Science & Technology·DateMar 28, 2018

Teaching computers to guide science: Machine learning method sees forests and trees

Researchers at Berkeley Lab and UC Berkeley have developed a novel machine learning method called 'iterative Random Forests,' which can identify high-order interactions in complex systems. This approach enables scientists to gain radically richer information than traditional methods, with applications in biology, precision medicine, ma...

SourceDOE/Lawrence Berkeley National Laboratory·JournalProceedings of the National Academy of Sciences·DateMar 6, 2018

Berkeley Lab 'minimalist machine learning' algorithms analyze images from very little data

Researchers create a new approach to machine learning using a single-layer neural network that can analyze images with limited training data. The algorithm, called MS-D, requires far fewer parameters than traditional methods and has the ability to learn from a remarkably small set of images.

SourceDOE/Lawrence Berkeley National Laboratory·JournalProceedings of the National Academy of Sciences·DateFeb 21, 2018