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Production-scale nanocharacterization of graphene within reach

Posted By Graphene Council, Friday, May 15, 2020
European project “Real time nano CHAracterization reLatEd techNoloGiES” (CHALLENGES) aims to adapt nanoscale metrology for the manufacturing industry, scaling up high resolution imaging for CMOS electronics, silicon photovoltaics, and 2D materials.

The project, having kicked off with an online meeting on April 23rd, started April 1st and will last for three years under the “Research and innovation actions” (RIA) programme. With a total budget of nearly 4.7 million EUR, the project is run by a consortium of 14 partners from 7 countries.

CHALLENGES is coordinated by a large silicon foundry company and it is strongly driven by industrial and applicative needs. The Consortium includes renowned EU research labs with top-class facilities and capacities, industry leading enterprises and innovative SMEs with a worldwide collaboration network that will boost the international dimension and impact of the project.

The overarching goal is to apply unconventional plasmonic materials in unconventional spectrum ranges, coupled with tip-enhanced local probing spectroscopy, to develop a revolutionary spectroscopic system for real time nanotechnology characterization compatible with semiconductor production. The end goal is a fully automated AFM-based tool not requiring human intervention in routine operations. The solution will lean on current advances in machine learning for automatic detection of relevant sites on large samples to be probed with high resolution.

The large number of SME’s involved in the project will benefit from the development milestones such as novel plasmonic tips, machine learning algorithms optimized for imaging, cleanroom-ready AFM system, industrial in-line quality control methods for production lines of graphene, CIS, nanowires, epitaxial silicon, TMD wafers, and thin silicon solar cells and modules.

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 861857.

Tags:  2D materials  CHALLENGES  CMOS  Graphene  Nanoscale  Nanotechnology  Semiconductor 

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Growing nano-tailored surfaces using micellar brushes

Posted By Graphene Council, Monday, December 2, 2019

Growing nanoscale polymer brushes on materials' surfaces overcomes a key challenge in surface chemistry, researchers report, creating a new way to fabricate a diverse array of materials that could hold advanced uses in catalysis or chemical separation applications, for example. Their approach represents a crucial step forward in the search for simple and general techniques to create functional surfaces with tailor-made chemical properties, writes Alejandro Presa Soto in a related Perspective; "Pandora's box is now open, and the limits of this approach are only restricted by the imagination and skills of the scientific community." As technology advances, the ability to create advanced materials with specific surface properties and functionalities is becoming critically significant in a wide variety of areas including chemical engineering and biomedicine.

One recently developed approach for creating functionalized surfaces makes use of polymer chains, grafted to surfaces in brush-like patches. However limited, the method allows for tailoring of the surface chemistry at the molecular level. Similar approaches using nano- or micron-scale structures hold great promise for greatly expanded functionality and applications; however, the precise fabrication of these surfaces remains a prohibitive challenge. Jiandon Cai and colleagues address this by growing nanoscale micellar brushes directly on a material's surface. Cai et al. attached small crystalline micelle-seeds on a variety of surfaces, including silicon wafers, graphene oxide nanosheets and gold nanoparticles.

Unimers are used to initiate the crystallization-driven growth of well-defined cylindrical nanostructures over the seed-coated surface. The approach allows for the precise control over the density, length and chemistry of the micellar brushes, which can further be outfitted with other functional molecules and nanoparticles to enable a variety of catalysis and antibacterial and chemical separation applications.

Tags:  Alejandro Presa Soto  biomedicine  Graphene  Jiandon Cai  micellar brushes  nanoparticles  nanoscale  polymer  silicon wafers 

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Science snapshots from Berkeley Lab

Posted By Graphene Council, Monday, December 2, 2019
A Matchmaker for Microbiomes

Microbiomes play essential roles in the natural processes that keep the planet and our bodies healthy, so it's not surprising that scientists' investigations into these diverse microbial communities are leading to advances in medicine, sustainable agriculture, cheap water purification methods, and environmental cleanup technology, just to name a few. However, trying to determine which microbes contribute to an important geochemical or physiological reaction is both incredibly challenging and slow-going, because the task involves analyzing enormous datasets of genetic and metabolic information to match the compounds mediating a process to the microbes that produced them.

But now, researchers have devised a new way to sort through the information overload.

Writing in Nature Methods, a team led by UC San Diego describes a neural network-based approach called microbe-metabolite vectors (mmvec), which uses probabilities to identify the most likely relationship of co-occurring microbes and metabolites. The team demonstrates how mmvec can outperform traditional correlation-based approaches by applying mmvec to datasets from two well-studied microbiomes types - those found in desert soils and cystic fibrosis patients' lungs - and gives a taste of how the approach could be used in the future by revealing relationships between microbially-produced metabolites and inflammatory bowel disease.

"Previous statistical tools used to estimate microbe-metabolite correlations performed comparably to random chance," said Marc Van Goethem, a postdoctoral researcher who is one of three study authors from Berkeley Lab. "Their poor performance led to the detection of spurious relationships and missed many true relationships. Mmvec is a powerful new tool that accurately links metabolite and microbial abundances to solve this problem. There could be wide-ranging applications from clinical trials to environmental engineering. Ultimately, mmvec will allow us to begin moving away from simple pattern recognition towards unravelling mechanisms."

When Solids and Liquids Meet: In Nanoscale Detail

How a liquid interacts with the surface of a solid is important in batteries and fuel cells, chemical production, corrosion phenomena, and many biological processes.

To better understand this solid-liquid interface, researchers at Berkeley Lab developed a platform to explore these interactions under real conditions ("in situ") at the nanoscale using a technique that combines infrared light with an atomic force microscopy (AFM) probe. The results were published in the journal Nano Letters.

The team explored the interaction of graphene with several liquids, including water and a common battery electrolyte fluid. Graphene is an atomically thin form of carbon. Its single-layer atomic structure gives the material some unique properties, including incredible mechanical strength and high electrical conductivity.

Researchers used a beam of infrared light produced at Berkeley Lab's Advanced Light Source and they focused it at the tip of an AFM probe that scanned across a section of graphene in contact with the liquids. The infrared technique provides a nondestructive way to explore the active nanoscale chemistry of the solid-liquid interface.

By measuring the infrared light scattered from the probe's tip, researchers collected details about the chemical compounds and the concentration of charged particles along the solid-liquid interface. The same technique, which revealed hidden features at this interface that were not seen using conventional methods, can be used to explore a range of materials and liquids.

Researchers from the Lab's Materials Sciences Division, Molecular Foundry, and Energy Storage and Distributed Resources Division participated in the study. The Molecular Foundry and Advanced Light Source are DOE Office of Science user facilities.

Underwater telecom cables make superb seismic network

Fiber-optic cables that constitute a global undersea telecommunications network could one day help scientists study offshore earthquakes and the geologic structures hidden deep beneath the ocean surface.

In a recent paper in the journal Science, researchers UC Berkeley, Lawrence Berkeley National Laboratory (Berkeley Lab), Monterey Bay Aquarium Research Institute (MBARI), and Rice University describe an experiment that turned 20 kilometers of undersea fiber-optic cable into the equivalent of 10,000 seismic stations along the ocean floor. During their four-day experiment in Monterey Bay, they recorded a 3.5 magnitude quake and seismic scattering from underwater fault zones.

Their technique, which they had previously tested with fiber-optic cables on land, could provide much-needed data on quakes that occur under the sea, where few seismic stations exist, leaving 70% of Earth's surface without earthquake detectors.

"This is really a study on the frontier of seismology, the first time anyone has used offshore fiber-optic cables for looking at these types of oceanographic signals or for imaging fault structures," said Jonathan Ajo-Franklin, a geophysics professor at Rice University in Houston and a faculty scientist at Berkeley Lab. "One of the blank spots in the seismographic network worldwide is in the oceans."

Tags:  atomic force microscopy  Berkeley Lab  disease  fuel cells  Graphene  Healthcare  Jonathan Ajo-Franklin  journal Science  Marc Van Goethem  microbiomes  Molecular Foundry  Monterey Bay Aquarium Research Institute  Nano Letters  nanoscale  Rice University  UC San Diego 

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