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New method could democratize deep learning-enhanced microscopy


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VIDEO: A low-resolution time-lapse of a mitochondrial network (cell s powerhouse) inside a cancer cell (left) is enhanced using artificial intelligence (right). Inset at bottom left highlights a fission (splitting) event that.
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Credit: Salk Institute/Waitt Advanced Biophotonics Core
LA JOLLA (March 8, 2021) Deep learning is a potential tool for scientists to glean more detail from low-resolution images in microscopy, but it s often difficult to gather enough baseline data to train computers in the process. Now, a new method developed by scientists at the Salk Institute could make the technology more accessible by taking high-resolution images, and artificially degrading them. ....

United States , Seungyoonb Yu , Kyle Kastner , Yoshiyuki Kubota , Alaa Abdel Latif , Jeremy Howard , Carar Schiavon , Fred Monroe , Gulcin Pekkurnaz , Zhao Zhang , Sammy Weiser Novak , Lindsey Kirk , Zijun Lin , Linjing Fang , Melissa Wu , Kristen Harris , Andrew Shaw , Waitt Foundation , University Of San Francisco , National Institute Of Health , National Cancer Institute , Chan Zuckerberg Initiative , National Science Foundation , National Institute For Physiological Sciences , National Institute On Deafness , Wicklow Ai Medical Research Initiative ,

Shining a light on the true value of solar power


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IMAGE:  Customers with solar distributed generation are making it so utility companies don t have to make as many infrastructure investments, while at the same time solar shaves down peak demands when.
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Credit: Sarah Atkinson/Michigan Tech
Beyond the environmental benefits and lower electric bills, it turns out installing solar panels on your house actually benefits your whole community. Value estimations for grid-tied photovoltaic systems prove solar panels are beneficial for utility companies and consumers alike.
For years some utility companies have worried that solar panels drive up electric costs for people without panels. Joshua Pearce, Richard Witte Endowed Professor of Materials Science and Engineering and professor of electrical and computer engineering at Michigan Technological University, has shown the opposite is true grid-tied solar photovoltaic (PV) owners are actually subsidizing their non-PV neighbors. ....

Michigan Technological University , United States , Joshua Pearce , Koami Soulemane Hayibo , Sustainable Energy , Michigan Tech Open Sustainability Technology , Richard Witte Endowed Professor , Materials Science , Upper Peninsula , Energy Sources , Calculations Problem Solving , Technology Engineering Computer Science , Electrical Engineering Electronics , Climate Change , மிச்சிகன் தொழில்நுட்ப பல்கலைக்கழகம் , ஒன்றுபட்டது மாநிலங்களில் , ஜோஷுவா பியர்ஸ் , நிலையான ஆற்றல் , மிச்சிகன் தொழில்நுட்பம் திறந்த நிலைத்தன்மை தொழில்நுட்பம் , ரிச்சர்ட் விட் வழங்கப்பட்டது ப்ரொஃபெஸர் , பொருட்கள் அறிவியல் , மேல் தீபகற்பம் , ஆற்றல் ஆதாரங்கள் , கணக்கீடுகள் ப்ராப்லம் தீர்க்கும் , தொழில்நுட்பம் பொறியியல் கணினி அறிவியல் , மின் பொறியியல் மின்னணுவியல் ,

When more Covid-19 data doesn't equal more understanding


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IMAGE: This figure shows a network visualization of Twitter users appearing in the research. Color encodes community and nodes are sized by their degree of connectedness.
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Credit: Image courtesy of Crystal Lee, Graham Jones, Arvind Satyanarayan
Since the start of the Covid-19 pandemic, charts and graphs have helped communicate information about infection rates, deaths, and vaccinations. In some cases, such visualizations can encourage behaviors that reduce virus transmission, like wearing a mask. Indeed, the pandemic has been hailed as the breakthrough moment for data visualization.
But new findings suggest a more complex picture. A study from MIT shows how coronavirus skeptics have marshalled data visualizations online to argue against public health orthodoxy about the benefits of mask mandates. Such counter-visualizations are often quite sophisticated, using datasets from official sources and state-of-the-art visualization method ....

United States , Arvind Satyanarayan , Tanya Yang , Crystal Lee , Jonathan Zong , Gabrielle Inchoco , Daniel Ackerman , Graham Jones , Science Research Council , Artificial Intelligence Laboratory , Career Development Assistant Professor , Wellesley College , National Science Foundation , Department Of Electrical Engineering , News Office , Harvard University Berkman Klein Center , Human Factors , Computing Systems , Harvard University , Berkman Klein Center , Margaret Macvicar Faculty Fellow , Development Assistant Professor , Electrical Engineering , Computer Science , Social Science Research , Promote Unorthodox Science ,

NSF CAREER award supports Schwartz's research on the Lebedev Process


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Delving deeper into the chemical processes used to make various goods from biomass can help manufacturers use them with greater efficiency, and therefore, increase production. Thomas Schwartz aims to unravel the inner workings of a common method for crafting a compound for rubber known as butadiene, an effort backed by the National Science Foundation.
The assistant professor of chemical engineering at the University of Maine received a $513,995 NSF CAREER Award to advance his ongoing dissection of the Lebedev process. The well-known, multi-step chemical reaction is used to make butadiene from biomass-derived ethanol. However, little research has been conducted on the Lebedev process at the molecular level. ....

Thomas Schwartz , Hussein Abdulrazzaq , Umaine Catalysis Group , National Science Foundation , University Of Maine , National Science , Chemistry Physics Materials Sciences , Industrial Engineering Chemistry , Technology Engineering Computer Science , Biomedical Environmental Chemical Engineering , Research Development , தாமஸ் ஸ்க்வார்ட்ஸ் , உமைன் வினையூக்கம் குழு , தேசிய அறிவியல் அடித்தளம் , பல்கலைக்கழகம் ஆஃப் மைனே , தேசிய அறிவியல் , வேதியியல் இயற்பியல் பொருட்கள் அறிவியல் , தொழில்துறை பொறியியல் வேதியியல் , தொழில்நுட்பம் பொறியியல் கணினி அறிவியல் , உயிர் மருத்துவ சுற்றுச்சூழல் இரசாயன பொறியியல் , ஆராய்ச்சி வளர்ச்சி ,

Bringing AI into the real world


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IMAGE: Top (left-right): SMU Professor of Information Systems David Lo; SMU Associate Professor of Information Systems Akshat Kumar.
Bottom (left-right): SMU Vice Provost of Research and Professor of Information Systems Archan.
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Credit: Singapore Management University
SMU Office of Research & Tech Transfer - Even before countries began rolling out their vaccination campaigns, Pfizer, Moderna and AstraZeneca s announcements had already proved fortifying shots. Stocks rallied and healthcare workers celebrated in the wake of the vaccine news late last year. But months on, that early euphoria has somewhat evaporated, replaced by uncertainty and debate over vaccine safety, possible side effects and varying degrees of citizen reluctance. ....

City Of , United Kingdom , San Francisco , United States , Akshat Kumar , Qianru Sun , Sheryl Lee , School Of Computing , Smu Office Of Research Tech , Vice Provost Of Research Professor Archan Misra , Tech Transfer , Research Professor Archan Misra , Young Scientists Summit , Professor Misra , Associate Professor Akshat Kumar , Assistant Professor Qianru Sun , Professor Kumar , Technology Engineering Computer Science , Research Development , Robotry Artificial Intelligence , நகரம் ஆஃப் , ஒன்றுபட்டது கிஂக்டம் , சான் பிரான்சிஸ்கோ , ஒன்றுபட்டது மாநிலங்களில் , அக்ஷத் குமார் , ஷெரில் லீ ,