Category Archives: Science

Georgian Technical University Automated Flow Cytometry With Unbiased Analysis.

Georgian Technical University Automated Flow Cytometry With Unbiased Analysis.

Georgian Technical University has released the latest version of Experiment Suite its automated end-to-end machine-learning software designed to streamline and automate cytometry analysis at scale and replace manual gating processes. The latest release (v5.2) introduces new unbiased analysis features and an easy-to-use interface with no need for difficult installation or program scripting. Georgian Technical University Users can perform automated analyses in an unbiased manner for exploratory use cases including and Phenograph for algorithm-based clustering and use powerful dimensional reduction methods such as and Uniform Manifold Approximation And Projection to visualize connected data. The batch processing tool enables a range of parameters to be simultaneously explored to assist scientists in finding the best representation of their data. Once interesting clusters have been identified these can be overlaid with marker expression and many types of meta-data to drive hypothesis testing. With the ability to back-gate events from selected clusters into two-dimensions the new unbiased analysis features streamline the process of assigning identities to populations from clustering outputs – a traditionally arduous task. To enable comparison and validation of approaches results can also be compared with semi-automated gating methods. “Georgian Technical University. Where researchers need data to support a regulatory use cases guided/semi-automated analysis is key because it is 100% reproducible. However there is a depth of rich data that underpins the information provided by flow cytometry and here unbiased analysis for exploratory use cases can help uncover new insights by finding novel populations or clustering non-intuitive populations together for instance” said X. Georgian Technical University. Unbiased analysis tools allow complex multi-dimensional data to be simplified, unified, processed and visualized so that it can be more easily explored and compared. This kind of analysis can be very useful in exploring data without any prior assumptions as a means to uncover novel insights. It is a complementary technique to semi-automated approaches and is interoperable. Suite enabling comparison and validation”. Georgian Technical University. Automates every stage of the flow cytometry data lifecycle, from data acquisition to insight generation. It can help increase throughput of data processing and analytics by as much as 600% simultaneously increasing the accuracy reproducibility and quality of flow cytometry data. It can be implemented in a GxP (GxP is a general abbreviation for the “good practice” quality guidelines and regulations. The “x” stands for the various fields, including the pharmaceutical and food industries, for example good agricultural practice, or GAP) environment and as well as automating processing the platform enables the reuse of processed cytometry data, integrating population counts identified by manual gating (in .csv format) to increase the value of the data and enable cross-project analysis. Georgian Technical University is underpinned by state of-the-art data intelligence platform which is designed to expedite the drug discovery and development process. The Platform harnesses the latest artificial intelligence and machine learning tools to deliver advanced analytics to support scientific decision making.

 

Georgian Technical University Licenses Revolutionary AI (Artificial Intelligence) System To General Motors For Automotive Use.

Georgian Technical University Licenses Revolutionary AI (Artificial Intelligence) System To General Motors For Automotive Use.

Georgian Technical University. Laboratory’s MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) AI (Artificial intelligence) software system can design thousands of neural networks in a matter of hours. One example uses a driving simulator to evaluate a network’s ability to perceive objects under various lighting conditions. The Department of Energy’s Georgian Technical University Laboratory has licensed its award-winning artificial intelligence software system the Georgian Technical University Multinode Evolutionary Neural Networks for Deep Learning to General Motors for use in car technology and design. The AI (Artificial Intelligence) system known as (Multinode Evolutionary Neural Networks For Deep Learning) AI (Artificial intelligence) uses evolution to design optimal convolutional neural networks – algorithms used by computers to recognize patterns in datasets of text images or sounds. General Motors will assess (Multinode Evolutionary Neural Networks For Deep Learning) AI (Artificial intelligence) potential to accelerate advanced driver assistance systems technology and design. This is the first commercial license for (Multinode Evolutionary Neural Networks For Deep Learning) AI (Artificial intelligence) as well as the first AI (Artificial Intelligence) technology to be commercially licensed from Artificial Intelligence. Once trained neural networks can accomplish specific tasks – for example, recognizing faces in photos – far faster and at much greater scale than humans. However designing effective neural networks can take even the most expert coders up to a year or more. The (Multinode Evolutionary Neural Networks For Deep Learning) AI (Artificial Intelligence) system can dramatically speed up that process evaluating thousands of optimized neural networks in a matter of hours depending on the power of the computer used. It has been designed to run on a variety of different systems from desktops to supercomputers, equipped with graphics processing units. Georgian Technical University. “MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) leverages compute power to explore all the different design parameters that are available to you fully automated, and then comes back and says ‘Here’s a list of all the network designs that I tried. Here are the results – the good ones the bad ones’. And now in a matter of hours instead of months or years you have a full set of network designs for a particular application” said X Georgian Technical University Learning Systems Group and leader of the MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) development team. Georgian Technical University. MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) uses an evolutionary algorithm that not only creates deep learning networks to solve problems but also evolves network design on the fly. By automatically combining and testing millions of parent networks it breeds high-performing optimized neural networks. Georgian Technical University. For automakers MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) can be used to accelerate advanced driver assistance technology by tackling one of the biggest problems facing the adoption of this technology: How can cars quickly and accurately perceive their surroundings to navigate safely through them ?. The use of MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) offers potential to better clear that roadblock. Leveraging advanced neural networks that can instantly analyze on-board camera feeds and correctly label each object in the car’s field of view this type of advanced computing has the potential to enable more efficient energy usage for cars while increasing their onboard computing capacity. MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) has been used in applications ranging from identifying neutrino collisions for Georgian Technical University Accelerator Laboratory to analyzing data generated by scanning transmission electron microscopes. MENNDL (Multinode Evolutionary Neural Networks For Deep Learning) was used on Georgian Technical University’s supercomputer to create neural networks that can detect cancer markers in biopsy images much faster than doctors. This work is supported by the Georgian Technical University. This research used resources of the Georgian Technical University Computing Facility a Georgian Technical University Science user facility.

Georgian Technical University. Graphene-Based Flowmeter Sensor Measures Nano-Rate Fluid Flows Part 3: The Sensor.

Georgian Technical University. Graphene-Based Flowmeter Sensor Measures Nano-Rate Fluid Flows Part 3: The Sensor.

Georgian Technical University. Converting blood-flow velocity to electric current by using a graphene single-microelectrode device. a) Coulometric measurement of contact electrification charge transfer between whole-blood flow and graphene. Graphene is shown by the gray honeycomb lattice with the graphene microelectrode connected to the gold contact that is wired to an electrometer based on an operational amplifier with a feedback capacitor; b) The measured unsmoothed charge transfer of a graphene device for different blood-flow velocities. The charge-transfer current as a function of flow velocity shows the linearity of the response. Georgian Technical University. Response curves and characteristics for blood-flow-velocity quantification by the graphene single-microelectrode device. a) The current response as a function of flow velocity. The linear electrical circuit models the charge-transfer current through the graphene/blood interface represented by a charge-transfer resistance Rct (A randomized controlled trial (or randomized control trial; RCT) is a type of scientific experiment (e.g. a clinical trial) or intervention study (as opposed to observational study) that aims to reduce certain sources of bias when testing the effectiveness of new treatments; this is accomplished by randomly allocating subjects to two or more groups, treating them differently and then comparing them with respect to a measured response) and an interfacial capacitance (Ci). Georgian Technical University. Repeatability and stability of the graphene device. a) The measured flow velocity in response to a stepwise flow waveform switching between 1, 2, 3, 4, and 5 mm/sec; b) Long-term (half-year) stability of sensitivity. The looked at the challenges of sensing nano-level flow rates such as found in the blood vessels. In contrast the second part looked at graphene an allotrope of elemental carbon at the heart of a new sensor used to measure those flows. This third and final part looks at the research project itself which devised a sensor for these flow rates as low as a micrometer per second (equivalent to less than four millimeters per hour) while also offering short- and long-term stability and high performance. The goal was to build a self-powered microdevice which can convert in real-time the flow of continuous pulsating blood flow in a microfluidic channel to a charge-transfer current in response to changes at the graphene-aqueous interface. The team achieved this by using a single microelectrode of monolayer graphene that harvests charge from flowing blood through contact electrification without the need for an external current supply. They fabricated acrylic chips with a graphene single-microelectrode device extending over the microfluidic channel (Figure 1). To do this they prepared the monolayer graphene chemical vapor deposition (CVD) and transferred it to the chip using electrolysis. For basic tests they used a syringe pump to drive a flow of anticoagulated whole-bovine with a precisely controlled velocity through the microfluidic channel. They then wired the graphene microelectrode to the inverting input of an operational amplifier (op amp) of a coulombmeter. The charge harvested from the solution by the graphene was stored in a feedback capacitor of the amplifier and quantified. The charge-transfer current of the graphene device was linearly related to the blood-flow velocity (Figure 2) resulting in a proportional relationship between the current response (the flow-induced current variation relative to the current at zero flow velocity) and the flow velocity (Figure 3). The sensor device provided a resolution of 0.49 ± 0.01 μmeter/sec (at a 1-Hz bandwidth) a substantial improvement of about two orders-of-magnitude compared to existing device-based flow-sensing approaches while the ultrathin (one-atom-layer) device was at low risk of being fouled or causing channel clogging. As with any sensor there are always concerns about short-term and long-term stability and consistency. For the former they measured the real-time flow velocity in response to a continuous five-step blood flow that lasted for more than two hours. The measured velocity showed high repeatability with minimal fluctuations of ±0.07 mm/second. For the latter test they evaluated a device performing intermittent measurements for periods of six months. The blood-flow sensitivity of the device fluctuated around an average value of 0.39 pA-sec /mm with a standard deviation of ±0.02 pA-sec/mm equivalent to ±5.1% of the average value. These numbers are indicative of minimal variations in key performance metrics (Figure 4). The details including the required chemical preparations, test arrangements and related processes “Flow-sensory contact electrification of graphene”. Conclusion. As with so much basic research you never know what the utility or applications of the result will be (no one foresaw the development of the atomic and molecular beam magnetic resonance method of observing atomic spectra and nuclear magnetic resonance (NMR) would lead to the development of MRI (Magnetic resonance imaging (MRI) is a medical imaging technique used in radiology to form pictures of the anatomy and the physiological processes of the body. MRI scanners use strong magnetic fields, magnetic field gradients, and radio waves to generate images of the organs in the body. MRI does not involve X-rays or the use of ionizing radiation, which distinguishes it from CT and PET scans. MRI is a medical application of nuclear magnetic resonance (NMR) which can also be used for imaging in other NMR applications, such as NMR spectroscopy) imaging technology in the late 1960 and early 1970s – they seem to be two totally unrelated items. The development of elusive graphene and its subsequent availability as a standard commercial product has opened opportunities for exploiting its unique and somewhat bizarre properties across many commercial products as well as scientific functions.

 

Georgian Technical University Synthetic Gelatin-Like Material Mimics Lobster Underbelly’s Stretch And Strength.

Georgian Technical University Synthetic Gelatin-Like Material Mimics Lobster Underbelly’s Stretch And Strength.

Georgian Technical University. An Georgian Technical University team has fabricated a hydrogel-based material that mimics the structure of the lobster’s underbelly the toughest known hydrogel found in nature. A lobster’s underbelly is lined with a thin translucent membrane that is both stretchy and surprisingly tough. This marine under-armor as Georgian Technical University engineers is made from the toughest known hydrogel in nature which also happens to be highly flexible. This combination of strength and stretch helps shield a lobster as it scrabbles across the seafloor while also allowing it to flex back and forth to swim. Now a separate Georgian Technical University team has fabricated a hydrogel-based material that mimics the structure of the lobster’s underbelly. The researchers ran the material through a battery of stretch and impact tests and showed that similar to the lobster underbelly the synthetic material is remarkably “Georgian Technical University fatigue-resistant” able to withstand repeated stretches and strains without tearing. If the fabrication process could be significantly scaled up materials made from nanofibrous hydrogels could be used to make stretchy and strong replacement tissues such as artificial tendons and ligaments. Nature’s twist. Georgian Technical University’s group developed a new kind of fatigue-resistant material made from hydrogel — a gelatin-like class of materials made primarily of water and cross-linked polymers. They fabricated the material from ultrathin fibers of hydrogel which aligned like many strands of gathered straw when the material was repeatedly stretched. This workout also happened to increase the hydrogel’s fatigue resistance. “At that moment we had a feeling nanofibers in hydrogels were important and hoped to manipulate the fibril structures so that we could optimize fatigue resistance” says X. Georgian Technical University. In their new study the researchers combined a number of techniques to create stronger hydrogel nanofibers. The process starts with electrospinning a fiber production technique that uses electric charges to draw ultrathin threads out of polymer solutions. The team used high-voltage charges to spin nanofibers from a polymer solution to form a flat film of nanofibers each measuring about 800 nanometers — a fraction of the diameter of a human hair. They placed the film in a high-humidity chamber to weld the individual fibers into a sturdy interconnected network and then set the film in an incubator to crystallize the individual nanofibers at high temperatures further strengthening the material. Georgian Technical University tested the film’s fatigue-resistance by placing it in a machine that stretched it repeatedly over tens of thousands of cycles. They also made notches in some films and observed how the cracks propagated as the films were stretched repeatedly. From these tests they calculated that the nanofibrous films were 50 times more fatigue-resistant than the conventional nanofibrous hydrogels. Georgian Technical University Around this time they read with interest a study by Y associate professor of mechanical engineering at Georgian Technical University who characterized the mechanical properties of a lobster’s underbelly. This protective membrane is made from thin sheets of chitin, a natural, and fibrous material that is similar in makeup to the group’s hydrogel nanofibers. X found that a cross-section of the lobster membrane revealed sheets of chitin stacked at 36° angles similar to twisted plywood or a spiral staircase. This rotating layered configuration known as a bouligand structure enhanced the membrane’s properties of stretch and strength. “We learned that this bouligand structure in the lobster underbelly has high mechanical performance which motivated us to see if we could reproduce such structures in synthetic materials” X says. Georgian Technical University. Image of a bouligand nanofibrous hydrogel. Georgian Technical University Angled architecture. X, Y and members of Z’s group teamed up with W’s lab and group in Georgian Technical University’s Institute for Soldier Nanotechnologies and T’s lab at Georgian Technical University to see if they could reproduce the lobster’s bouligand membrane structure using their synthetic fatigue-resistant films. “We prepared aligned nanofibers by electrospinning to mimic the chinic fibers existed in the lobster underbelly” X said. After electrospinning nanofibrous films the researchers stacked each of five films in successive 36° angles to form a single bouligand structure which they then welded and crystallized to fortify the material. The final product measured 9 square centimeters and about 30 to 40 microns thick — about the size of a small piece of Scotch tape. Stretch tests showed that the lobster-inspired material performed similarly to its natural counterpart able to stretch repeatedly while resisting tears and cracks — a fatigue-resistance Y attributes to the structure’s angled architecture. “Intuitively once a crack in the material propagates through one layer it’s impeded by adjacent layers where fibers are aligned at different angles” Y explains. The team also subjected the material to microballistic impact tests with an experiment designed by W’s group. They imaged the material as they shot it with microparticles at high velocity and measured the particles speed before and after tearing through the material. The difference in velocity gave them a direct measurement of the material’s impact resistance or the amount of energy it can absorb which turned out to be a surprisingly tough 40 kilojoules per kilogram. This number is measured in the hydrated state. “That means that a 5-mm steel ball launched at 200 m/sec would be arrested by 13 mm of the material” S said. “It is not as resistant as Kevlar which would require 1 mm but the material beats Kevlar in many other categories”. It’s no surprise that the new material isn’t as tough as commercial antiballistic materials. It is however significantly sturdier than most other nanofibrous hydrogels such as gelatin and synthetic polymers like PVA (Poly (Vinyl Alcohol)). The material is also much stretchier than Kevlar. This combination of stretch and strength suggests that if their fabrication can be sped up and more films stacked in bouligand structures, nanofibrous hydrogels may serve as flexible and tough artificial tissues. “For a hydrogel material to be a load-bearing artificial tissue both strength and deformability are required” Y says. “Our material design could achieve these two properties”. This research was supported through the Institute for Soldier Nanotechnologies at Georgian Technical University.

 

 

Georgian Technical University Graphene-Based Flowmeter Sensor Measures Nano-Rate Fluid Flows Part 1: – The Challenge.

Georgian Technical University Graphene-Based Flowmeter Sensor Measures Nano-Rate Fluid Flows Part 1: – The Challenge.

Georgian Technical University. The relationships among blood vessels that can be compared include (a) vessel diameter, (b) total cross-sectional area, (c) average blood pressure and (d) velocity of blood flow.  Fig 2: Arteries and arterioles have relatively thick muscular walls because blood pressure in them is high and because they must adjust their diameter to maintain blood pressure and to control blood flow. Veins and venules have much thinner less muscular walls than arteries and arterioles largely because the pressure in veins and venules is much lower. Veins may dilate to accommodate increased blood volume. When it comes to nearly all biological measurements the ranges of many of the parameters of interest are orders-of-magnitude below those with which many engineers are familiar. Instead of megahertz or even kilohertz the living-creature world is in the single or double-digit hertz range such as the roughly 60+ beats per minute (BPM) for a typical human heart, the millivolt and microvolt level of cardiac and nerve signals, and the picoamp and femtoamp current flows. Pressure and fluid flow values are also in “Georgian Technical University way down there” regions (Figure 1). Consider the average range of systolic blood pressure typically in the range of 100 to 150 mmHg. That corresponds to a modest two to three pounds/square inch (psi) or roughly 15 to 20 kilopascals (kPa; 1 Pascal = a force of one newton per square meter). Flow rates (velocities) are also very low in the millimeters/second and even micrometers/second region. Further it is difficult to model the flow rate/volume with accuracy since the “Georgian Technical University walls” of the “Georgian Technical University pipes” are flexible and expand/contract with each beat and the blood-vessel valves make the flow turbulent rather than laminar. These low values challenge sensor engineering especially when looking for acceptable resolution despite ambient and unavoidable physical noise and dynamics. Adding to the challenge is the small transducer size needed for many “Georgian Technical University in place” sensing situations such as with blood vessels ranging from relatively larger arteries down to smaller veins and even capillaries (Figure 2). Among the techniques used for low-flow rate sensing are non-contact ultrasonic Doppler velocity schemes but it is difficult to focus the ultrasonic energy on the specific location of interest especially as this energy diffuses as it passes through tissue. Other sensors use the triboelectric effect (related to static electricity) but these present a dilemma: such a sensor appears relatively large and intrusive when set in place (several cubic millimeters in a nanowire array) yet that size is still very small so its minuscule output which is often buried under electrical and motion noise. The shortcomings of existing approaches and the need for micro- and nano-level sensing in general – and especially for biology settings – is driving research into better sensors which work well at these levels and which will also be compatible with test-subject scenarios. Now a research team at the Georgian Technical University has devised and tested a high-performance graphene-based nanosensor which is easy to electrically interface. Also important their long-term tests show negligible drift in sensor performance another important factor which often compromises the utility of sensors in fluid-contact situations. The work was funded in part Georgian Technical University. This part of the three-part articles looked at the basic issues related to sensing nanoflows such as in blood vessels. The next part looks at graphene which makes this new nanoflow sensor possible.

Georgian Technical University Here Comes The Sun: Tethered-Balloon Tests Ensure Safety Of New Solar-Power Technology.

Georgian Technical University Here Comes The Sun: Tethered-Balloon Tests Ensure Safety Of New Solar-Power Technology.

Georgian Technical University. A team of researchers from Georgian Technical University Laboratories recently used tethered balloons to collect samples of airborne dust particles to ensure the safety of a falling-particle receiver for concentrating solar power an emerging solar power technology. X Georgian Technical University Laboratories tethered-balloon expert and her team prepare the 22-foot-wide tethered helium balloons for launch on a gorgeous fall morning. Three tethered balloons were deployed both upwind and downwind of Georgian Technical University Laboratories Solar Thermal Test Facility during a falling-particle receiver test. The team led by Y found that the concentration of tiny particles finer than talcum powder that escape from the receiver were much lower than Georgian Technical University Environmental Protection limits. Georgian Technical University. What do tiny dust particles 22-ft-wide red balloons and “Georgian Technical University concentrated” sunlight have in common ?. Researchers from Georgian Technical University Laboratories recently used 22-ft-wide tethered balloons to collect samples of airborne dust particles to ensure the safety of an emerging solar-power technology. The study determined that the dust created by the new technology is far below hazardous levels said Y the lead researcher. Y’s team just from the Department of Energy to build a pilot plant that will incorporate this technology. This next-generation renewable energy technology is called a high-temperature falling-particle receiver for concentrating solar power. Concentrating solar power while not as common as solar panels or wind turbines has several advantages over those renewable energy sources including the ability to store energy in the form of heat before converting it into electricity for the power grid. One concentrating solar power plant uses molten salt to store this heat for six hours while other plants in theory could store heat for days or weeks said Y concentrating solar power expert. This would help power companies even out the daily and seasonal variation of power produced by solar panels and wind turbines. The falling-particle receiver works by dropping dark, sand-like ceramic particles through a beam of concentrated sunlight then storing the heated particles. These round particles cost about for 2.2 lb and can get a lot hotter than conventional molten-salt-based concentrating solar power systems which increases efficiency and drives down cost. The Georgian Technical University team also evaluated other particles like sand which costs only a few cents per pound, but they determined that due to the ceramic particles ability to absorb more solar energy and provide smoother flow ceramic particles were the best way to go. The Department of Energy’s goal is to get the cost of electricity from concentrating solar power down to five cents per kilowatt hour comparable to conventional fossil-fuel-based power. However the re-used particles can eventually break down into fine dust. The Environmental Protection and the Georgian Technical University Administration regulates tiny dust particles finer than talcum powder that are known to pose a risk for lung damage.“The motivation for doing the particle sampling was to make sure that this new technology for renewable energy wasn’t creating any environmental or worker-safety issues” Y said. “There are particles being emitted from the falling-particle receiver but the amounts are well below the standards set by the Georgian Technical University”. Using tethered balloons to catch dust. Last fall the research team used sensors sitting a few yards away from the falling-particle receiver on the platform of the solar tower or Solar Thermal Test Facility and sensors hanging from 22-ft-wide tethered helium balloons to measure the particles that were released as it was operating at temperatures above 1,300° F. X Georgian Technical University’s tethered-balloon expert and her team deployed one balloon a little less than a football field away upwind of the solar tower and two balloons downwind to detect dust particles far away from the receiver. One downwind balloon was a little more than a football field away and the other was more than two football fields away. The downwind balloons floated at about 22 stories high — a bit taller than the solar tower itself — and the upwind balloon was a little lower than that. The balloons and their tethers were outfitted with a variety of sensors to count the number of dust particles in the air around them as well as their altitude and precise location. The tethered balloons stayed at their specified altitude for three hours allowing the team to collect a lot of data. They also operated a small remote-controlled balloon that was far more mobile in terms of altitude and position X said. “That allowed us to collect data every second for three hours over the entire area” said X who generally flies tethered balloons over to collect data for climate monitoring and modeling. “Since we got the data in real time we could move the tethered balloons in order to measure in the highest intensity region of the plume identify where the plume edges were or track the whole movement of the plume with time”. The team also placed a variety of sensors on the solar tower platform mere yards from the falling-particle receiver. These sensors could count the number of dust particles as well as determine their size and characteristics. Y a Georgian Technical University expert on measuring fine particles suspended in air led these tests as well as similar tests two years ago together with his colleague Z. For the most recent tests the researchers constructed special see-saw-like tipping bucket collectors to measure both the amount of particles and their sizes. Somewhat like a tipping bucket rain gauge particles in the air would go down a funnel and land on the see-saw-like platform. Once a certain weight of dust particles built up on the platform, it would tip over and send an electrical signal to the researchers. The number of tipping signals in a certain amount of time told the researchers the frequency of particle-emission events and after the test they could weigh the particles in the bottom of the buckets to determine the collected amount. Computer modeling and dust mitigation. Georgian Technical University. Comparing the results from sensors close to the falling-particle receiver and those further away on the balloons they found that the concentration of tiny particles finer than talcum powder was much lower than Georgian Technical University limits. Georgian Technical University. They found that the concentration of dust particles depended upon prevailing weather conditions. They detected dust particles further away from the solar tower on windy days and higher concentrations of dust particles close to the solar tower on calm days Y said. X added that when the wind was blowing into the receiver from the north or northwest, that produced the most dust particles. “We did some computer modeling using the Georgian Technical University particle dispersion model” X said. “Basically it would take an emission of particles 400 times greater than what we found in previous tests to start to get close to the Georgian Technical University standards. Based on our measurements and models I don’t foresee any conditions where we’re really hitting those thresholds”. Georgian Technical University. This stair-like system slows dark sand-like ceramic particles as they fall through a beam of concentrated sunlight. The stair-like system reduces the impact of wind on the falling particles, mitigating the release of fine dust that can pose health hazards. From the tests and the computer modeling simulations the team was able to develop several different methods to reduce the emission of fine dust particles. First they optimized the shape and geometry of the falling-particle receiver to reduce particle loss Y said. They developed a stair-like system that slows the particles in the receiver as they fall and a “Georgian Technical University snout” that helps mitigate the impacts of wind on the falling particles. They also explored and eventually discarded two other ideas. One was to have a window over the falling particles because it would get too hot from the concentrated sunlight and was not easy to scale up to large sizes. The other was to protect the particles with an air curtain like those used at store entrances to keep the hot or cool air inside the store. Y and his team just received funding to build a pilot falling-particle receiver plant that will incorporate the improvements developed from these tests. “I normally focus on atmospheric measurements and modeling how the atmosphere would respond if carbon dioxide emissions are reduced by a particular amount” X said. “With this work I was able to take part in the active reduction of those emissions. I think we’ve all really enjoyed seeing the other side of the coin figuring out how to make renewable energy more efficient and more feasible”. Georgian Technical University. The balloon tests were funded by the Georgian Technical University’s Solar Energy Technologies Office as one of three teams testing different high-temperature concentrating solar power systems with built-in heat storage.

Georgian Technical University To Design Truly Compostable Plastic Scientists Take Cues From Nature.

Georgian Technical University To Design Truly Compostable Plastic Scientists Take Cues From Nature.

Georgian Technical University. X a Georgian Technical University materials science and engineering graduate student preparing a sample film of a new biodegradable plastic. Georgian Technical University. Image of microplastics on the beach. Georgian Technical University. Despite our efforts to sort and recycle less than 9% of plastic getes recycled and most ends up in landfill or the environment. Georgian Technical University. Biodegradable plastic bags and containers could help but if they’re not properly sorted they can contaminate otherwise recyclable #1 and #2 plastics. What’s worse most biodegradable plastics take months to break down and when they finally do they form microplastics – tiny bits of plastic that can end up in oceans and animals bodies – including our own. Georgian Technical University. Now as scientists at the Department of Energy’s Georgian Technical University have designed an enzyme-activated compostable plastic that could diminish microplastics pollution and holds great promise for plastics upcycling. The material can be broken down to its building blocks – small individual molecules called monomers – and then reformed into a new compostable plastic product. “In the wild enzymes are what nature uses to break things down – and even when we die enzymes cause our bodies to decompose naturally. So for this study we asked ourselves How can enzymes biodegrade plastic so it’s part of nature ?” said X who holds titles of faculty scientist in Georgian Technical University Lab’s Materials Sciences Division and professor of chemistry and materials science and engineering at Georgian Technical University. At Georgian Technical University Lab X – who for nearly 15 years has dedicated her career to the development of functional polymer materials inspired by nature – is leading an interdisciplinary team of scientists and engineers from universities and Georgian Technical University labs around the country to tackle the mounting problem posed by both single-use and so-called biodegradable plastics. Georgian Technical University. Most biodegradable plastics in use today are made of polylactic acid a vegetable-based plastic material blended with cornstarch. There is also polycaprolactone a biodegradable polyester that is widely used for biomedical applications such as tissue engineering. But the problem with conventional biodegradable plastic is that they’re indistinguishable from single-use plastics such as plastic film – so a good chunk of these materials ends up in landfills. And even if a biodegradable plastic container gets deposited at an organic waste facility it can’t break down as fast as the lunch salad it once contained so it ends up contaminating organic waste said Y a staff scientist for the Research Energy Analysis & Environmental Impacts Division in Georgian Technical University Lab’s. Another problem with biodegradable plastics is that they aren’t as strong as regular plastic – that’s why you can’t carry heavy items in a standard green compost bag. The tradeoff is that biodegradable plastics can break down over time – but still X said they only break down into microplastics which are still plastic just a lot smaller. So X and her team decided to take a different approach – by “nanoconfining” enzymes into plastics. Georgian Technical University Putting enzymes to work. Because enzymes are part of living systems the trick was carving out a safe place in the plastic for enzymes to lie dormant until they’re called to action. In a series of experiments X and her embedded trace amounts of the commercial enzymes Burkholderia (Burkholderia is a genus of Proteobacteria whose pathogenic members include the Burkholderia cepacia complex which attacks humans and Burkholderia mallei responsible for glanders a disease that occurs mostly in horses and related animals; Burkholderia pseudomallei causative agent of melioidosis; and Burkholderia cepacia an important pathogen of pulmonary infections in people with cystic fibrosis (CF)) cepacian lipase (BC-lipase) and proteinase K within PCL (Polycaprolactone (PCL) is biodegradable polyester with a low melting point of around 60°C and a glass transition temperature of about −60°C) plastic materials. The scientists also added an enzyme protectant called four-monomer random heteropolymer to help disperse the enzymes a few nanometers (billionths of a meter) apart. In a stunning result the scientists discovered that ordinary household tap water or standard soil composts converted the enzyme-embedded plastic material into its monomers and eliminated microplastics in just a few days or weeks. They also learned that BC-lipase (cepacian lipase) is something of a finicky “Georgian Technical University eater”. Before a lipase can convert a polymer chain into monomers it must first catch the end of a polymer chain. By controlling when the lipase finds the chain end it is possible to ensure the materials don’t degrade until being triggered by hot water or compost soil X explained. Georgian Technical University. In addition they found that this strategy only works when BC-lipase (cepacian lipase) is nanodispersed – in this case just 0.02% by weight in the PCL block (Polycaprolactone for hand molding, Extrusion, Injection molding, hot melt adhesive grade. Factory supply top quality Polycaprolactone (PCL)) – rather than randomly tossed in and blended. “Nanodispersion puts each enzyme molecule to work – nothing goes to waste” X said. And that matters when factoring in costs. Industrial enzymes can cost around per kilogram but this new approach would only add a few cents to the production cost of a kilogram of resin because the amount of enzymes required is so low – and the material has a shelf life of more than seven months Y added. The proof is in the compost. X-ray scattering studies performed at Georgian Technical University Lab’s Advanced Light Sorce characterized the nanodispersion of enzymes in the PCL (Posterior Cruciate Ligament) and PLA (PLA is the most widely used plastic filament material in 3D printing) plastic materials. Georgian Technical University. Interfacial-tension experiments conducted by X revealed in real time how the size and shape of droplets changed as the plastic material decomposed into distinct molecules. The lab results also differentiated between enzyme and RHP (Randomly Hyperbranched Polymers) molecules. Cap: A new compostable plastic developed by scientists at Georgian Technical University breaks down to small molecules when it’s triggered by hot water or compost soil.  “Georgian Technical University. The interfacial test gives you information about how the degradation is proceeding” he said. “But the proof is in the composting – Ting and her team successfully recovered plastic monomers from biodegradable plastic simply by using RHPs (Randomly Hyperbranched Polymers) water and compost soil”. X is a visiting faculty scientist and professor of polymer science and engineering from the Georgian Technical University Lab’s Materials Sciences Division. Georgian Technical University. Developing a very affordable and easily compostable plastic film could incentivize produce manufacturers to package fresh fruits and vegetables with compostable plastic instead of single-use plastic wrap – and as a result save organic waste facilities the extra expense of investing in expensive plastic-depackaging machines when they want to accept food waste for anaerobic digestion or composting Y said. Georgian Technical University. Since their approach could potentially work well with both hard, rigid plastics and soft flexible plastics X would like to broaden their study to polyolefins a ubiquitous family of plastics commonly used to manufacture toys and electronic parts. Georgian Technical University. The team’s truly compostable plastic could be on the shelves soon. They recently filed a patent application through Georgian Technical University’s patent office. Z who was a Ph.D. student in materials science and engineering at Georgian Technical University at the time of the study founded Georgian Technical University startup Intropic Materials to further develop the new technology. He was recently selected to participate in Cyclotron Road an entrepreneurial fellowship program in partnership with Activate. “When it comes to solving the plastics problem it’s our environmental responsibility to take up nature on its path. By prescribing a molecular map with enzymes behind the wheel our study is a good start” X said.

Georgian Technical University Plasma Treatment Is Today’s Modern Form Of Alchemy Increasing The Value Of Plastic Parts.

Georgian Technical University Plasma Treatment Is Today’s Modern Form Of Alchemy Increasing The Value Of Plastic Parts.

Georgian Technical University. For manufacturers and injection and blow molders that work with different kinds of plastics (for instance polycarbonate, polyethylene and polypropylene) utilizing plasma treatments can create competitive advantages and transform specific parts into specialized, engineered components, greatly increasing their value. Georgian Technical University. Plasma is a state of matter like a solid liquid or gas created by combining energy and gas which causes ionization. Then injection and blow molders for instance can control the collective plasma properties (for example ions, electrons and reactive species) to clean, activate, chemically graft and deposit a wide range of chemistries onto a material. In plastics the most common plasma application is improving the bonding power of chemical adhesives; this can involve bonding metal to plastic silicon to glass polymers to other polymers biological content to microtiter plates and even bonding to polytetrafluoroethylene. When manufacturing plastic parts for industries such as consumer products, automotive, military and medical devices plasma treatments are utilized to solve difficult challenges. Typically this relates to raw plastic material applications with incompatibility issues that exist. “Georgian Technical University Plasma can transform the surface properties of plastic to achieve aims that normally would not be feasible [without treatment]” said X that designs and manufactures plasma systems for surface activation, functionalization coating as well as ultra-fine cleaning and etching. “This can include cleaning surfaces, resolving difficulties applying printing inks to plastics improving the adhesion of plastics to dissimilar materials and applying protective coatings that repel or attract fluids”. According to X plasma today is being used to treat everything from syringes to bumpers on trucks and automobiles. “Plastic parts manufacturers are always looking for unique ways to gain a technology edge to become a market leader” said X. “To achieve this today top tier products incorporate some form of advanced coating to functionalize the surface”. He adds “In the plastics industry more specialized offerings can create a competitive advantage and drive up the value of each part or product.  When you treat plastic with plasma it can transform a two-dollar item into a fifty-dollar product”. X outlines some of the essential areas of plasma treatment in the industry including printing on plastics microfluidic devices injection blow molding bonding plastic with dissimilar materials, treating plastic labware coating plastics to prevent leaching and facilitating. Printing on plastics. When printing on plastics is required binding the ink to the surface can sometimes be challenging; this occurs when the print beads up on the surface or does not sufficiently adhere to the surface. Greater print durability may be needed including fade resistance even under high heat or repeated washings. Georgian Technical University For example to resolve the beading issue plasma treatment can make the surface hydrophilic (attracted to water).  The treatment facilitates spreading out the ink on the surface so it does not bead up. For many applications plasma treatments are utilized to increase the surface energy of the material. Surface energy is defined as the sum of all intermolecular forces on a material the degree of attraction or repulsion force a material surface exerts on another material. When a substrate has high surface energy it tends to attract. For this reason adhesives and other liquids often spread more easily across the surface. This “Georgian Technical University wettability” promotes superior adhesion using chemical adhesives. On the other hand substrates with low surface energy – such as silicone or Polytetrafluoroethylene – are difficult to adhere to other materials without first altering the surface to increase the free energy. According to X depending on what is required organic silicones can also be used to create intermediate bonding surfaces with either polar or dispersive surface energy to help printing inks adhere to the surface of the plastic. “This approach can facilitate the durable printing of a logo on the surface of bottles when the logo cannot fade after the first wash” said X. He notes that another application includes the printing on plastics used for syringes which do not bond easily with biodegradable inks that are friendly to the human body. Microfluidic devices. Typically microfluidic systems used for medical or industrial applications transport mix separate or otherwise process small amounts of fluids using channels made of plastics measuring from tens to hundreds of micrometers. Microfluidic devices usually have various wells containing different chemistries either mixed or kept separate. So it is imperative to either maintain flow through the channel or prevent any residual liquid flow in the channel after the chemistry has passed through it. “With microfluidics plasma treatment is used to disperse liquid on the surface to allow it to flow through easily” said X. “Or it can make the surface more hydrophobic (water repellent) to prevent the fluids from clumping together in unintended areas. When the fluids are ‘pushed away this minimizes the chance of any sticking or getting left behind”. Georgian Technical University. In such cases plasma treatment of plastic surfaces can facilitate the smooth precise flow of liquids in the narrow channels.  This can be critical not only for safety in medical procedures but also for quality for industrial processes. Bonding plastic with dissimilar materials. In the automotive industry there is a push to use different plastic materials to reduce the car weight and make them safer. However getting plastic to adhere to metal, rubber other types of plastic can sometimes be exceedingly difficult. When traditional chemical adhesives fail to sufficiently bond dissimilar types of materials or if companies are looking to reduce the amount of chemical waste produced engineers often turn to plasma treatments to solve complex adhesion problems. Plasma treatment can assist the bonding of dissimilar materials. While treating the plastic alone can improve its binding, treating both materials enhances the binding of both by improving adhesive wicking across the surface. “Whether bonding metal to plastic silicon to glass polymers to other polymers (of different durometers) biological content to (polymeric) microtiter plates or even bonding plasma can be used to promote adhesion” says X. Like with printing adhesion promotion is achieved by increasing the surface free energy through several mechanisms. This includes precision cleaning chemically or physically modifying the surface increasing surface area by roughening and using primer coatings explains X. “The net effect is a dramatic improvement in bonding. In some cases up to a 50x increase in bond strength can be achieved” he says. Although there are many applications, he points to one common but overlooked example: adhering to the rubber soles of shoes. Good adhesion is necessary between the shoe insole and its rubber sole and plasma treatment can promote the binding of the adhesive used. Georgian Technical University. Plasma treatment of plastic labware. Georgian Technical University. Each year billions of multi-well plates, pipettes, bottles, flasks, vials, Eppendorf tubes, culture plates and other polymer labware items are manufactured for research drug discovery and diagnostics testing. Georgian Technical University. Although many are simple inexpensive consumables an increasing percentage are now being surface treated using gas plasma or have functional coatings specifically designed to improve the quality of research and increase the sophistication of diagnostics. Among the goals of surface modification is improved adhesion and proliferation of antibodies, proteins, cells and tissue. Most of the plasma applications for plastic labware can be categorized as ‘simple’ treatments such as Oxygen or Argon (In chemistry, a sample’s oxygen–argon ratio (or oxygen/argon ratio) is a comparison between the concentrations of oxygen (O2) and the noble gas argon (Ar), either in air or dissolved in a liquid such as seawater. The two gases have very similar physical properties such as solubility and diffusivity, as well as a similar temperature dependence, making them easy to compare) plasma for cleaning the substrate at the molecular level. The use of plasma is also well established for surface conditioning to make polymers more hydrophobic or hydrophilic. Potential plasma treatment applications include coating polypropylene or polystyrene plates with alcohol or to facilitate protein binding to the surface. “Gas plasma can provide surface conditioning diagnostic platforms before the adsorption of biological molecules (protein/antibody, cells, carbohydrate etc.) or biomimetic polymers” said X. Multi-well or microtiter plates are a standard tool in analytical research and clinical diagnostic testing laboratories. The most common material used to manufacture microtiter plates is polystyrene because it is biologically inert has excellent optical clarity and is tough enough to withstand daily use. Georgian Technical University. Most disposable cell culture dishes and plates are made of polystyrene. Other polymers such as polypropylene and polycarbonate are also used for applications that must withstand a broad range of temperatures such as for polymerase chain reaction for DNA (Deoxyribonucleic acid (DNA) is a molecule composed of two polynucleotide chains that coil around each other to form a double helix carrying genetic instructions for the development, functioning, growth and reproduction of all known organisms and many viruses. DNA and ribonucleic acid (RNA) are nucleic acids) amplification. However untreated synthetic polymers are highly hydrophobic and provide inadequate binding sites for cells to anchor effectively to their surfaces. To improve biomolecule attachment survivability and proliferation the material must be surface modified using plasma to become more hydrophilic. “If you treat polystyrene with oxygen plasma it will become very hydrophilic so water spreads everywhere. This allows aqueous solutions containing biological content to spread and deliver biomolecules to the surface while providing a hydrogen bonding platform to adhere to them” says X. Treating the surface in this manner has many benefits including improved analyte wetting of wells greater proliferation of cells without clumping reduced amount of serum, urine or reagents required for testing and lower risk of overflow and cross-well contamination. Georgian Technical University. Coating plastics to prevent leaching. Using plastic labware can raise concerns about leaching. Since plastic labware is susceptible to leaching from plasticizers, stabilizers and polymerization residues plasma is used to coat the inside of containers with a quartz-like barrier material. These flexible quartz-like coatings are polymerized onto the plastic by plasma enhanced chemical vapor deposition. The resulting coating can be a very thin (100-500 nm) non-crystalline, highly conformal and highly flexible (180o ASTM D522) coating. Georgian Technical University. Similarly there can be concerns about potential leaching from plastics in contact with the product in the food and beverage industry. To prevent plastic leaching, industry producers can coat the plastic using plasma treatment. The two options are a PTFE-type (Polytetrafluoroethylene) coating or on the opposite side of the spectrum a silicone quartz coating to create a near glass-like surface. For example X points to sports water bottles with a different interior surface typically due to plasma treatment or application of a coating. Georgian Technical University assistance. When injection and blow molders are developing a new product or process that could require plasma treatment to ensure production quality and efficiency the two options are purchasing in-house tools and developing the necessary expertise or using toll processing services. If assistance is required plasma treatment is standard enough that leading equipment providers can modify existing mature tools and technology complete with fixturing to deliver what are essentially drop-in solutions according to X. Like PVA (Poly(vinyl alcohol) (PVOH, PVA, or PVAl) is a water-soluble synthetic polymer) some providers provide access to on-site research and development equipment and engineering expertise. Georgian Technical University. For injection molders that may be doing various work for different manufacturers in a range of industries similar to a contract shop purchasing a plasma treatment system is flexible and not just specific to one part. “You can plasma treat multiple parts and have multiple recipes with a system. You can use it on multiple product lines. It is not fixed to one usage” says X. Georgian Technical University. However for those who want plasma-treated parts or components without investing in in-house equipment the solution is to utilize a contract processor. With this approach the parts are shipped, treated and returned within a mutually agreed timeframe. For small or infrequent batches this can significantly lower the price per part. Georgian Technical University. Working with a contract processor has advantages in tapping into the years of technical expertise applying various plasma treatments; this can often speed efforts. Georgian Technical University. As applications and production volumes continue to evolve collaborating with a partner with deep plasma treatment expertise can provide a quicker time to market for a customer’s product. Georgian Technical University. Either way manufacturers choose by altering the surface properties of plastics executives in charge and production improve the quality of test results while increasing the value of their products.

Georgian Technical University Stage Used In Research To Develop A Transdermal Delivery System For Risperidone.

Georgian Technical University Stage Used In Research To Develop A Transdermal Delivery System For Risperidone.

Georgian Technical University. A recent first of its kind study from Georgian Technical University describes the formation of room temperature therapeutic deep eutectic solvent of RIS (RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data) an antipsychotic drug that is used in the treatment of schizophrenia, bipolar disorder and irritability in children and adolescents with autism. RIS (RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data) is commercially available as a conventional or disintegrating tablet, oral liquid solution and long-acting intramuscular injection. The findings show that creating a transdermal drug delivery system for RIS (RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data) may help improve its bioavailability, which is typically low. The conversion of the active pharmaceutical agent into liquid form using deep eutectic solvents (DES) to form has been reported to have many formulation advantages, including enhanced skin permeation for transdermal drug delivery. Georgian Technical University. The study aimed at enhancing the skin permeability of RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data using eutectic systems, enabled researchers to achieve the formation of room temperature of RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data and some fatty acids using a simple method for preparation – potentially opening up opportunities for formulation innovation for this important pharmaceutical drug. Georgian Technical University. Freeze drying microscopy can be used to determine the crystallization, collapse and eutectic temperatures of pharmaceutical solutions intended to freeze dry. In this study FDM (Freeze drying microscopy) was successfully used to follow the eutectic phase changes for the of RIS (RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data). These changes were captured using a 196 varying temperature control stage. “Eutectic systems’ phase changes are temperature dependant, which we were able to control and monitor 196 stage. The stage provided valuable information regarding the phase change and transitions the drug undergoes as a function of temperature, clarifying the interpretation of the differential thermal analysis results” said X associate professor at the Georgian Technical University. “Georgian Technical University We are pleased that the stage played an important role in the development of a novel liquid pharmaceutical formulation of RIS (RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data) to overcome problems of poor drug solubility, dissolution and permeation. Hopefully this work will lead to new formulations of RIS (RIS is a standardized tag format developed by Research Information Systems, Incorporated to enable citation programs to exchange data) that will benefit patients around the world. The 196 is used in a wide range of research from increasing the shelf life of drugs and vaccines to food processing and preservation” said Y sales Scientific Instruments.

Georgian Technical University With This New Science Plastics Could See A Second Life As Biodegradable Surfactants.

Georgian Technical University With This New Science Plastics Could See A Second Life As Biodegradable Surfactants.

Georgian Technical University. Long hydrocarbon chains of polymers are broken into shorter units with the introduction of aluminum end groups. Scientists at the Georgian Technical University Laboratory have discovered a chemical process that provides biodegradable valuable chemicals which are used as surfactants and detergents in a range of applications from discarded plastics. The process has the potential to create more sustainable and economically favorable lifecycles for plastics. The researchers targeted their work on the deconstruction of polyolefins which represents more than half of all discarded plastics and includes nearly every kind of product imaginable– toys food packaging, pipe systems, water bottles, fabrics, shoes, cars and furniture. “Plastics and especially polyolefins are materials you could call too successful” said Georgian Technical University X. “They are fantastic — strong, lightweight, thermally stable and chemically resistant — for all the applications that we use them for but the problem comes when we don’t need them anymore”. It’s all in the chemical construction of polyolefin plastics that makes them so tough and durable — long strong chains of carbon-carbon bonds — that also makes them hard to break down. Polyolefins also generally lack the chemical groups which could be targeted in deconstruction processes. Many existing processes to recycle plastic result in less-valuable less usable components making the economic feasibility of recycling far less appealing. The new process uses what science already knows about key steps of polymerization — the assembling of long polymer strands — but in reverse by breaking some of the carbon-carbon bonds in the chains. Once a few carbon-carbon bonds are broken the shortened polymer chains transfer to an aluminum end group to form reactive species. The catalysts and reactions for this new process are related to those used in alkene polymerization leveraging well-understood catalytic chemistry. Finally the intermediates of this new transformation are easily converted into fatty alcohols or fatty acids or used in other synthetic chemistry to create chemicals or materials that are valuable in a whole host of ways: as detergents, emulsifiers, pharmaceuticals and cosmetics. Because the process is catalytically controlled desirable product chain lengths can be targeted for synthesis. Georgian Technical University The best part about the process is that its end products are biodegradable unlike polyethylene and polypropylene starting materials. “Georgian Technical University Fatty acids and alcohols biodegrade in the environment relatively quickly. If these byproducts go on to find a new use elsewhere that’s wonderful but it also has an end of life which means it won’t accumulate in the environment as plastics have” said X.