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Lighting the path: Exploring exciton binding energies in organic semiconductors
Technology

Lighting the path: Exploring exciton binding energies in organic semiconductors

Organic semiconductors are a class of materials that find applications in various electronic devices owing to their unique properties. One attribute that influences the optoelectronic property of these organic semiconductors is their "exciton binding energy," which is the energy needed to divide an exciton into its negative and positive constituents. Since high binding energies can have a significant impact on the functioning of optoelectronic devices, low binding energies are desirable. This can help in reducing energy losses in devices like organic solar cells. While several methods for designing organic materials with low binding energies have ...

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Machine learning method speeds up discovery of green energy materials
Technology

Machine learning method speeds up discovery of green energy materials

Fukuoka, Japan – Researchers at Kyushu University, in collaboration with Osaka University and the Fine Ceramics Center, have developed a framework that uses machine learning to speed up the discovery of materials for green energy technology. Using the new approach, the researchers identified and successfully synthesized two new candidate materials for use in solid oxide fuel cells – devices that can generate energy using fuels like hydrogen, which don’t emit carbon dioxide. Their findings, which were reported in the journal, ...

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Revolutionizing plant phenotyping: deep learning and 3D point cloud technology in overcoming reconstruction challenges
Technology

Revolutionizing plant phenotyping: deep learning and 3D point cloud technology in overcoming reconstruction challenges

The 3-dimensional point cloud technology revolutionizes non-invasive measurement of plant phenotypic parameters, offering vital data for agriculture and research. Current research focuses on overcoming the limitations of 2.5D imaging and occlusions. Methods such as structure from motion, multi-view stereo, and advanced active 3D reconstruction techniques are being explored for this purpose. However, issues persist with incomplete data acquisition and the inaccuracy of phenotypic parameter extraction due ...

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URI professor leads effort demonstrating success of new technology in conducting deep-sea research on fragile organisms
Technology

URI professor leads effort demonstrating success of new technology in conducting deep-sea research on fragile organisms

KINGSTON, R.I. – Jan. 17, 2024 – A University of Rhode Island professor of Ocean Engineering and Oceanography, along with a multidisciplinary research team from multiple institutions, successfully demonstrated new technologies that can obtain preserved tissue and high-resolution 3D images within minutes of encountering some of the most fragile animals in the deep ocean. URI Professor Brennan Phillips, the principal investigator on the project, and a team of 15 researchers from six institutions, including URI, have shown ...

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Higher measurement accuracy opens new window to the quantum world
Technology

Higher measurement accuracy opens new window to the quantum world

A team at HZB has developed a new measurement method that, for the first time, accurately detects tiny temperature differences in the range of 100 microkelvin in the thermal Hall effect. Previously, these temperature differences could not be measured quantitatively due to thermal noise. Using the well-known terbium titanate as an example, the team demonstrated that the method delivers highly reliable results. The thermal Hall effect provides information about coherent multi-particle states in quantum materials, based on their interaction with lattice vibrations (phonons). The laws of quantum physics apply to all materials. However, in so-called ...

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New AI makes better permafrost maps
Technology

New AI makes better permafrost maps

LOS ALAMOS, N.M., Jan. 17, 2024 — New insights from artificial intelligence about permafrost coverage in the Arctic may soon give policy makers and land managers the high-resolution view they need to predict climate-change-driven threats to infrastructure such as oil pipelines, roads and national security facilities. “The Arctic is warming four times faster than the rest of the globe, and permafrost is a component of the Arctic that’s changing really rapidly,” said Evan Thaler, a Chick Keller Postdoctoral Fellow at Los Alamos National Laboratory. Thaler is corresponding ...

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Technology

US air pollution rates on the decline but pockets of inequities remain

Over the last decades, air pollution emissions have decreased substantially; however, the magnitude of the change varies by demographics, according to a new study by Columbia University Mailman School of Public Health. The results indicate there are racial/ethnic and socioeconomic disparities in air pollution emissions reductions, particularly in the industry and energy generation sectors. The findings are published in the journal Nature Communications. The research provides a national investigation of air pollution emission ...

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Mass-producible miniature quantum memory
Technology

Mass-producible miniature quantum memory

Researchers at the University of Basel have built a quantum memory element based on atoms in a tiny glass cell. In the future, such quantum memories could be mass-produced on a wafer. It is hard to imagine our lives without networks such as the internet or mobile phone networks. In the future, similar networks are planned for quantum technologies that will enable the tap-proof transmission of messages using quantum cryptography and make it possible to connect quantum computers to each other. Like their conventional counterparts, such quantum networks require memory elements in which information can be temporarily stored ...

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Tiny AI-based bio-loggers revealing the interesting bits of a bird’s day
Technology

Tiny AI-based bio-loggers revealing the interesting bits of a bird’s day

Osaka, Japan – Have you ever wondered what wildlife animals do all day? Documentaries offer a glimpse into their lives, but animals under the watchful eye do not do anything interesting. The true essence of their behaviors remains elusive. Now, researchers from Japan have developed a camera that allows us to capture these behaviors. In a study recently published in PNAS Nexus, researchers from Osaka University have created a small sensor-based data logger (called a bio-logger) that automatically detects and records video of infrequent behaviors in wild seabirds without supervision by researchers. Infrequent behaviors, such as diving into the water for food, can ...

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Technology

Wrongly-enforced rules over “digital surrogates” by museums censors research and creative use, study warns

Cultural institutions are censoring research, learning and creativity because of the way they police the reuse of digital copies of out-of-copyright artworks and artefacts, a new study warns. Cultural institutions have created a “mess” by claiming and enforcing new rights over the reproduction images of works in their collections. This allows museums and other organisations to refuse requests for the use of the images in education or research or charge high fees. This impedes free and creative expression and amounts to censorship, according to Dr Andrea Wallace from the University of Exeter Law School. Researchers, educators and others regularly ...

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Technology

Pudukotai Dinakarrao studying ways to protect autonomous vehicle supply chains

Sai Manoj Pudukotai Dinakarrao, Assistant Professor, Electrical and Computer Engineering, received funding for the project: "Cyber Sentinel: Safeguarding Autonomous Vehicle Supply Chains against Backdoors in Hardware." Pudukotai Dinakarrao is working with University of Virginia researchers who aim to deploy a backdoor attack mitigation and avoidance approach for vehicles. Haiying Shen, Associate Professor, Computer Science; Associate Professor, Electrical and ...

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Thermoelectric permanent magnet opens new possibilities in thermal management technologies
Technology

Thermoelectric permanent magnet opens new possibilities in thermal management technologies

1. A NIMS research team has demonstrated that the transverse thermoelectric conversion (i.e., energy conversion between charge and heat currents that flow orthogonally to each other) can be greatly enhanced by applying magnetic fields or utilizing magnetism. In addition, the team developed a thermoelectric permanent magnet—a new functional material capable of thermoelectric cooling and power generation—by combining permanent magnets and thermoelectric materials into a hybrid structure. These results may guide in achieving thermal ...

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Quantum computing and machine learning are effective tools in fluid dynamics
Technology

Quantum computing and machine learning are effective tools in fluid dynamics

To prevent aircraft stalls, engineers have long studied the flow of air over airfoils such as airplane wings to detect the angles when flow separation occurs. Recently, a team of researchers at Shanghai Jiao Tong University including Xi-Jun Yuan and Zi-Qiao Chen investigated the use of quantum computing in connection with machine learning as a more accurate way of solving such problems. Their research was published Nov. 21 in Intelligent Computing, a Science Partner Journal. The use of a quantum support vector machine rather than a classical support vector machine increased the accuracy of classification of flow separation from 81.8% ...

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Experiment could test quantum nature of large masses for the first time
Technology

Experiment could test quantum nature of large masses for the first time

An experiment outlined by a UCL (University College London)-led team of scientists from the UK and India could test whether relatively large masses have a quantum nature, resolving the question of whether quantum mechanical description works at a much larger scale than that of particles and atoms. Quantum theory is typically seen as describing nature at the tiniest scales and quantum effects have not been observed in a laboratory for objects more massive than about a quintillionth of a gram, or more precisely 10^(-20)g. The new experiment, described in a paper published in Physical Review Letters and involving researchers at UCL, the University of Southampton and ...

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New method for addressing the reliability challenges of neural networks in inverse imaging problems
Technology

New method for addressing the reliability challenges of neural networks in inverse imaging problems

Uncertainty estimation is critical to improving the reliability of deep neural networks. A research team led by Aydogan Ozcan at the University of California, Los Angeles, has introduced an uncertainty quantification method that uses cycle consistency to enhance the reliability of deep neural networks in solving inverse imaging problems. This research was published Dec. 21 in Intelligent Computing, a Science Partner Journal. Deep neural networks have been used to solve inverse imaging problems, such as image denoising, ...

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Manipulating polyamines to enhance antibody efficacy: A novel approach in biotechnology
Technology

Manipulating polyamines to enhance antibody efficacy: A novel approach in biotechnology

Monoclonal antibodies (mAbs) are laboratory-designed proteins that mimic the immune system's antibodies. To date, many therapeutic mAbs belonging to the immunoglobulin G (IgG) class of antibodies, have been approved for the treatment of cancer and autoimmune diseases. Cell lines such as the Chinese hamster ovary (CHO) cells are generally used to produce mAbs. Notably, the production and manufacture of mAbs are regulated by critical quality attributes (CQAs) to ensure their safety and efficacy in treatment. An important CQA for mAbs is the N-linked glycosylation present at a specific position (Asn297). N-linked glycans consist of N-acetylglucosamine (GlcNAc), mannose (Man), fucose ...

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Kessler Foundation receives grant to investigate impact of combining aerobic exercise and virtual reality for individuals with multiple sclerosis
Technology

Kessler Foundation receives grant to investigate impact of combining aerobic exercise and virtual reality for individuals with multiple sclerosis

East Hanover, NJ – January 15, 2024 – Kessler Foundation received a $39,994 grant from the Consortium of Multiple Sclerosis Centers to investigate the impact of a unique combination of a single bout of aerobic cycling and virtual reality (VR) on processing speed in persons with multiple sclerosis (MS) and mobility disability. Processing speed is the most common cognitive problem in persons with MS and may actually contribute to broader cognitive difficulties, according to the grant recipient, Carly Wender, PhD, research scientist in the Center for Neuropsychology ...

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Technology

When bees nourish their microbiota

Two teams from UNIL and EPFL have succeeded in demonstrating that the insect synthesizes nutrients for native gut microbes. A study published in « Nature Microbiology ». Bacteria have adapted to all terrestrial environments. Some have evolved to survive in the gut of animals, where they play an important role for their host; they provide energy by degrading indigestible food, they train and regulate the immune system, they protect against invasion by pathogenic bacteria, and they synthesize neuroactive molecules that regulate the behavior and cognition of their host. These are great ...

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Technology

U.S. air pollution rates on the decline but pockets of inequities remain

Over the last decades, air pollution emissions have decreased substantially; however, the magnitude of the change varies by demographics, according to a new study by Columbia University Mailman School of Public Health. The results indicate there are racial/ethnic and socioeconomic disparities in air pollution emissions reductions, particularly in the industry and energy generation sectors. The findings are published in the journal Nature Communications. The research provides a national investigation of air pollution emission changes in the 40 years following the enactment of the Clean Air ...

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Technology

Rice researchers revolutionizing 5G network testing

With the potential to transform the future of global wireless networks, Rice University engineers are developing a cutting-edge testing framework to assess the stability, interoperability, energy efficiency and communication performance of software-based machine learning-enabled 5G radio access networks (RANs). As 5G networks evolve toward more software-centric architectures, there is a critical need for advanced testing methods to ensure robust real-time performance. Funded by a $1.9 million grant from the U.S. Department of Commerce’s National Telecommunications and Information ...

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HKUST researchers develop a versatile, reconfigurable, and damage-tolerant single-wire sensor array
Technology

HKUST researchers develop a versatile, reconfigurable, and damage-tolerant single-wire sensor array

Researchers from The Hong Kong University of Science and Technology (HKUST) have developed a sensor array design technology inspired by the human auditory system. By mimicking the human ear's ability to distinguish sounds through tonotopy, this innovative sensor array approach could optimize the application of sensor arrays in fields such as robotics, aviation, healthcare, and industrial machinery. Traditional sensor arrays face challenges such as complex wiring, limited reconfigurability, and low damage resistance. The design developed by the HKUST team, led by Associate Professor YANG Zhengbao from the Department of Mechanical & Aerospace ...

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Technology

JMIR AI has passed the Scientific Quality Review by NLM for PMC

JMIR Publications is pleased to announce that JMIR AI has passed the Scientific Quality Review by the US National Library of Medicine (NLM) for PubMed Central (PMC). This decision reflects the scientific and editorial quality of the journal. All articles published from 2022 onward will be found on PMC and PubMed after their technical evaluation. Launched in 2022, JMIR AI is a new journal that focuses on the applications of artificial intelligence in health settings. This includes contemporary developments as well as historical ...

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Revolutionizing real-time data processing with edge computing and reservoir technology
Technology

Revolutionizing real-time data processing with edge computing and reservoir technology

Every day, a significant amount of data related to weather, traffic, and social media undergo real-time processing. In traditional cloud computing, this processing occurs on the cloud, raising concerns about issues such as leaks, communication delays, slow speeds, and higher power consumption. Against this backdrop, “edge computing” presents a promising alternative solution. Located near users, it aims to distribute computations, thereby reducing the load and speeding up data processing. Specifically, edge AI, which involves AI processing at the edge, is expected to find applications in, for example, self-driving ...

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Artificial intelligence helps unlock advances in wireless communications
Technology

Artificial intelligence helps unlock advances in wireless communications

A new wave of communication technology is quickly approaching and researchers at UBC Okanagan are investigating ways to configure next-generation mobile networks. Dr. Anas Chaaban works in the UBCO Communication Theory Lab where researchers are busy analyzing a theoretical wireless communication architecture that will be optimized to handle increasing data loads while sending and receiving data faster. Next-generation mobile networks are expected to outperform 5G on many fronts such as reliability, coverage and intelligence, explains Dr. Chaaban, an Assistant Professor ...

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Technology

Wristband monitors provide detailed account of air pollution exposure

Environmental epidemiologists at Columbia University Mailman School of Public Health, in collaboration with an interdisciplinary team of researchers at Oregon State University, Pacific Northwest National Labs, and Mt. Sinai School of Medicine, report on the findings of a new study of air pollution exposures collected using personal wristband monitors worn by pregnant individuals in New York City matched with data from a questionnaire. Factors predictive of exposures to air pollution include income, time spent outdoors, maternal age, country of birth, transportation type, and season. The researchers examined an unprecedented number ...

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