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Dogs tilt their heads when they are ‘confused,’ study finds – Interesting Engineering

"Head tilts in dogs are a fairly known behavior, but the most surprising thing for me was that no one before us investigated it," study lead author Andrea Sommese, an ethologist at Etvs Lornd University in Budapest, told Live Science.

For a first study, Sommese and his colleagues analyzed 40 videos in which dog owners asked their pets to fetch them a toy by saying its name and noticed that all 40 of the dogs cocked their heads after the requests were made.

The researchers further noticed that there were gifted dogs who could find the right toys and others who could not. In the second study, the scientists found that the gifted dogs tilted their heads 43 percent of the time during the exercise while other pooches tilted their heads in only 2 percent of the cases.

"We are not claiming that only gifted dogs tilt their heads while typical dogs never do it," Sommese said.

"Typical dogs also do that, some more often than others, but in this specific situation, when the owner asks for a toy by its name, only the gifted dogs show a nice tilt."

The researchers therefore concluded that dog head-tilts could be related to sounds that both interest and confuse them.

"Dogs tilt their heads in a number of situations, but it seems that they do this only when they hear something that is very relevant to them," Sommese said.

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Sam Craig Joins Advanced Systems Group As VP Of Cloud … – TV News Check

Sam Craig

Advanced Systems Group, a technology and services provider for media creatives and content owners, has addedSam Craigas vice president of cloud production engineering. Craig will be part of ASGs cloud-based live production division, reporting to Chief Cloud Officer Claudia Souza. Craig comes to ASG with a track record leading collaborative teams to ensure the proper translation of engineering technicalities into a smooth, operational workflow, ASG says.

In his new role, Craig is responsible for managing an internal DevOps group that modifies and deploys ASGs VPCR (Virtual Production Control Room) systems. He will also spearhead engineering and testing of cloud-based systems and coordinate with the ASG on-premise systems integration team in the creation of hybrid systems.

Craig comes to ASG from Grass Valley where he spent seven years, most recently as the vice president of global pre-sales. In that position, Craig ledthe global technical sales function of the company.During his tenure, Grass Valley deployed large-scale ST2110 routing infrastructures and end-to-end production workflows that leveraged the GV AMPP (Agile Media Processing Platform) cloud-native platform.

Craig joined the Grass Valley-acquired predecessor, Snell Advanced Media, as an infrastructure systems architect, tasked with global systems designs and deployments of routing and control systems. Before that, he was an engineering supervisor at Fox Networks Engineering & Operations.

Sam is the perfect addition to our cloud operations team, said Dave Van Hoy, ASG president. He is a proven leader that can motivate and manage teams across various functions for success. Hes led many large-scale solutions architecture initiatives in the media and entertainment industry with great results. Hell be an asset not only to our cloud team but to all of ASG.

Based in the Houston area, Craig can be reached at[emailprotected]

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Ola Electric reveals the engineering behind S1 and debunks fake … – Electrikez

Ola Electric, a leading electric scooter manufacturer in India, has recently addressed concerns regarding the safety of its products. In response to a campaign against the company, Ola has released a technical blog post detailing the engineering behind their scooters, as well as dispelling myths and fake narratives.

According to Ola Electric, their products have disrupted the traditional automotive industry by bringing more than 50% of the value of their products in-house, offering world-class features, and having a direct relationship with their customers. However, this has led to criticism from detractors and a non-stop effort to throw mud at the company for the last 1.5 years.

In the blog post, Ola Electric addressed the engineering and safety of their electric scooter, the Ola S1. The company acquired a European company calledEtergo, which had already manufactured a world-class scooter that was rigorously tested under European standards.

Ola Electric then fully re-engineered the scooter to be the best-suited for India. The company underwent a rigorous process of engineering, testing, validation, and homologation at three levels:digital simulations, component tests and vehicular lab tests, and vehicular field tests.

Ola Electric also stated that they are one of the most advanced OEMs in using digital tools, which enables them to bring products to market faster without compromising quality. They have testedover 200 components and 5000 data points across functional, environmental, mechanical, structural, electrical, and safety tests.Furthermore, they have done all tests required by a two-wheeler company and have done many tests in Indian conditions to stress-test the system for India and ensure it is the most rugged.

Regarding the front fork issue, the company reported that they had 218 failures out of more than 200,000 vehicles on the road and more than 700 million kilometers driven. Out of these, 184 were accident cases, and 34 were inconclusive or not accident-linked. This number is low enough by any automotive standard not to address, but Ola Electric decided to re-engineer the front fork in response.

They completed the tooling, testing, and validation process by December 2022 and put it into production by January 2023. The companys original part had a 75% safety margin over and above compared to conventional twin-fork systems, andwith the new design, they increased this margin to 250%.

In the end, Ola Electric urged people to look at the facts and stated that they have addressed concerns head-on, re-engineering their products and upgrading them in response to issues. The company has tested its products rigorously to ensure that they are safe for Indian conditions and bring world-class features to their customers ahead of the curve.

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Confident of cracking GATE 2023, chemical engineering topper quit job just before result – The Indian Express

GATE 2023 Topper: Twenty-three-old Rohit Bhagat Kalwar was so confident about his performance in the Graduate Aptitude Test for Engineering (GATE) 2023 that he quit his job just after appearing in the exam. However, topping the merit list was not his aim.

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When I came out of the exam hall I was convinced that I will crack the GATE with a decent score. Therefore, I decided to quit my job at a pharmaceutical company and patiently waited for the result. However, securing AIR 1 the exam came as a surprise to me, Kalwar said.

A resident of Siwan district in Bihar, Rohit completed BTech in Chemical Engineering from Jadavpur University. But unlike other engineering students, he had no preference for any engineering branch or college.

I come from a humble background where getting a job is a primary goal. With my limited knowledge, all I knew was to pursue engineering and get a good job. Since I am the eldest among siblings and my parents are not aware of academics, I prepared for all entrance exams and cracked WBJEE to get into JU. This is where my life changed as I saw my seniors making it to the top 10 list of GATE. Inspired by them, I decided to prepare for the exam, he said.

Rohit completed his BTech degree in 2021 and was placed with a pharmaceutical company. However, the dream to have a settled government job always stuck with him and he simultaneously prepared for GATE.

I did not join any coaching as I was preparing alongside my job. I attended Unacademys doubt-solving tutorials to clear my doubts. If prepared with a proper strategy and the right study material which preferably are graduation books, one can qualify the exam, Kalwar said.

Apart from GATE, the topper was also preparing for PSU recruitment exams. He will preferably join a PSU over higher studies through his GATE score.

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First published on: 20-03-2023 at 17:19 IST

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University of Leeds announces MSc in Data Science (Statistics) on … – FE News

Online learning platform, Coursera, is proud to announce a new Master of Science (MSc) in Data Science (Statistics) from the University of Leeds, one of the largest higher education institutions in the UK and recognised among the leading 100 universities worldwide.

The degree program, developed in collaboration with the School of Mathematics and the Leeds Institute for Data Analytics (LIDA), will equip learners with in-demand data skills and prepare them for careers in healthcare, environmental science, and other data-driven STEM fields.

Data science related professions are already in high demand and likely to increase further over the next few years. In fact, its estimated that the global data analytics industry will grow more than 500% by 2030. Those with technical skills and qualifications, such as the MSc in Data Science from the University of Leeds, will be well positioned for the future labour market.

The Masters offers both foundational data science courses and specialized statistics courses. Students will develop a range of skills, including proficiency in key programming languages, the ability to analyse large datasets, and an understanding of data handling and governance. The course includes practical projects, allowing students to demonstrate their skills to potential employers, and prepare for senior roles in business, government, and nonprofit sectors.

Prof. Jeff Grabill, Deputy Vice-Chancellor: Student Education, said:

This is a fantastic example of our investment in digital technologies and commitment to grow our fully online education portfolio to benefit students around the world. We have an ambitious strategy to transform learning for students, and by offering fully-online courses like this MSc in Data Science, we can give people who would never be able to step foot on campus the opportunity to experience our high-level teaching and research. Our aim is to remove boundaries to learning, and digital education allows us to engage with the world in a different way and adds to the already outstanding learning opportunities already available at the University of Leeds.

Marni Baker Stein, Chief Content Officer at Coursera, said:

This degree program offers a great opportunity for learners to acquire the highly sought-after skills that are indispensable in todays data-centric workforce. By bringing this degree online we have opened it up to all our learners worldwide and enabled more people to gain a world-class education. This program offers a transformative educational experience that is not only accessible but also adaptable to the evolving demands of the industry.

The online MSc allows students to participate remotely in an interactive and engaging learning experience. Students can connect with faculty and peers through live and asynchronous online content, such as discussions, activities, and tutoring. The program also allows students to try open courses related to the degree before applying, with any progress made counting toward the full degree.

The University of Leeds is recognised as one the worlds top 100 universities and this partnership with Coursera will allow learners from around the world to access their world-class expertise and gain valuable in-demand skills that better prepare them for STEM careers.

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Analytics and Data Science News for the Week of March 17 … – Solutions Review

The editors at Solutions Review have curated this list of the most noteworthy storage and data protection news items for the week of March 17, 2023.

Keeping tabs on all the most relevant analytics and data science news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines from the last week, in this space. Solutions Review editors will curate vendor product news, mergers and acquisitions, venture capital funding, talent acquisition, and other noteworthy analytics and data science news items.

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Were pleased to provide an update to the following announcement Analysis Services server properties in Power BI Premium are now in public preview. At this time, weve transitioned this capability to general availability with full support in Power BI Premium and Power BI Embedded. As mentioned in the public preview announcement, the Analysis Services (AS) server properties gives administrators granular control to optimize and alter query behavior in their workspaces.

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CelerData, a unified analytics platform for the modern, real-time enterprise, today announced the latest version of its enterprise analytics platform, CelerData Version 3. CelerData is built on top of the open source project StarRocks, the fastest MPP SQL database recently donated to the Linux Foundation.

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DataRobot today announced the release of DataRobot AI Platform 9.0, along with deeper partner integrations, AI Accelerators, and redesigned service offerings, all centered on helping organizations derive measurable value from their AI investments.

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KNIME announced that it has achievedPremier tier partner status from Snowflake, the Data Cloud company. As a Premier partner, KNIMEcan help accelerate the digital transformation of its joint customers, who can fully leverage the Snowflake Data Cloud.

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In recent years, natural language processing (NLP) has made remarkable progress, and with the development of large language models such as ChatGPT, the application possibilities seem endless. One such possibility is PlotGPT, a tool that can turn any text prompt..

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Tableau has launched new features that help customers make data-driven decisions more quickly and efficiently. The new release will further enable companies to put their data at the center of every business interaction, use natural language to add business context..

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Tecton, the leading machine learning (ML) feature platform company, today announced version 0.6 of its flagship feature platform. The release introduces new capabilities that accelerate the process of building production-ready features and expands support for streaming data.

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TIBCO, a global leader in data connectivity, management, and analytics, empowers the worlds most innovative enterprises to solve their complex data challenges and make mission-critical business decisions with greater confidence and impact. TIBCO announced a series of enhancements to its analytics suite, delivering immersive, smart, and real-time analytics that empower

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TigerGraph has released a new benchmark report for its graph analytics software. The company used the Data Benchmark Council (LDBC) Social Network Benchmark (SNB) Scale Factor 30k dataset. The results show that TigerGraph can run deep-link OLAP style..

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With the next Solutions Spotlight event, the team at Solutions Review has partnered with leading data science and analytics automation vendor Alteryx to provide viewers with a unique webinar called Unlock Cloud Use Cases with the Alteryx Analytics Cloud Platform + AWS.

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This summit is produced by the worlds largest and most influential think tank and research firm in information technology (IT), namely Gartner, Inc. Because of its size and long history, Gartner has the unique resources required to develop thought leadership and practical advice for every discipline in IT.

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For consideration in future analytics and data science news roundups, send your announcements to the editor: tking@solutionsreview.com.

Tim is Solutions Review's Editorial Director and leads coverage on big data, business intelligence, and data analytics. A 2017 and 2018 Most Influential Business Journalist and 2021 "Who's Who" in data management and data integration, Tim is a recognized influencer and thought leader in enterprise business software. Reach him via tking at solutionsreview dot com.

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The cloud backlash has begun: Why big data is pulling compute … – TechCrunch

Thomas RobinsonContributor

The great cloud migration has revolutionized IT, but after a decade of cloud transformations, the most sophisticated enterprises are now taking the next generational leap: developing true hybrid strategies to support increasingly business-critical data science initiatives and repatriating workloads from the cloud back to on-premises systems. Enterprises that havent begun this process are already behind.

Ten years ago, the cloud was mostly used by small startups that didnt have the resources to build and operate a physical infrastructure and for businesses that wanted to move their collaboration services to a managed infrastructure. Public cloud services (and cheap capital in a low interest-rate economy) meant such customers could serve a growing number of users relatively inexpensively. This environment enabled cloud-native startups such as Uber and Airbnb to scale and thrive.

Over the next decade, companies flocked en masse to the cloud because it lowered costs and expedited innovation. This was truly a paradigm shift and company after company announced cloud-first strategies and moved infrastructures wholesale to cloud service providers.

However, cloud-first strategies may be hitting the limits of their efficacy, and in many cases, ROIs are diminishing, triggering a major cloud backlash. Ubiquitous cloud adoption has given rise to new challenges, namely out-of-control costs, deepening complexity, and restrictive vendor lock-in. We call this cloud sprawl.

The sheer quantity of workloads in the cloud is causing cloud expenses to skyrocket. Enterprises are now running core compute workloads and massive storage volumes in the cloud not to mention ML, AI, and deep learning programs that require dozens or even hundreds of GPUs and terabytes or even petabytes of data.

The costs keep climbing with no end in sight. In fact, some companies are now spending up to twice as much on cloud services as they were before they migrated their workloads from on-prem systems. Nvidia estimates that moving large, specialized AI and ML workloads back on premises can yield a 30% savings.

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LOCUS ROBOTICS INTRODUCES LocusONE, THE WAREHOUSE ORCHESTRATION PLATFORM POWERING CENTRALLY MANAGED MULTI-BOT AMR AUTOMATION – Yahoo Finance

Data science-driven platform seamlessly orchestrates large fleets of multiple robot form factors in very large warehouses to deliver predictable, efficient, and scalable productivity results.

WILMINGTON, Mass., March 20, 2023 /PRNewswire/ -- Locus Robotics, the leader in autonomous mobile robots (AMRs) for fulfillment warehouses, announces LocusONE, the industry's first data science-driven warehouse automation platform to enable seamless operation and management of large quantities of multiple AMR form factors as a single, coordinated fleet in all sizes of warehouses.LocusONE uses proprietary data science to support the full breadth of material movement needs found in today's fulfillment and distribution warehouses.

(PRNewsfoto/Locus Robotics)

"LocusONE makes it easy to deploy and manage large numbers of AMRs and multiple form factors within very large warehouses to work together as a single, orchestrated fleet," said Rick Faulk, CEO of Locus Robotics. "Based on Locus's proprietary data science engine, LocusONE enables operators to gain the flexibility and critical business intelligence needed to efficiently handle material payloads from 3 ounces to 3,000 pounds."

The LocusONE platform supports a thousand or more robots, operating in sites as large as one million square feet or more, executing multiple use cases simultaneously in a single, intelligent, and orchestrated solution. With LocusONE, LocusBots engage in a diverse array of tasks including each picking and putaway, case picking and putaway, replenishment, pallet building, routine routes, point-to-point transport, counting, and more within a single warehouse. The data science behind the scenes optimizes the mix of tasks throughout the day to achieve optimal warehouse productivity.

LocusONE integrates with any WMS system to provide flexible and dynamic fleet management and enables easy deployment of a mix of Locus Origin, Vector, and Max AMRs tailored to meet each warehouse's specific needs. Regular enhancements are released as over-the-air updates to Locus's installed base of more than 250 customer sites.

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"Locus lets DHL Supply Chain deploy the right bot for our customers' varied needs, all centrally coordinated and managed on one platform. With Locus's powerful data science strategy, delivered through the LocusView dashboards, LocusONE plays an important role in providing the key business intelligence insight we need to optimize operational efficiency and improve service quality for our customers," said Sally Miller, CIO North America & DSC Digital Transformation Officer of DHL Supply Chain North America. "Partnering with Locus has helped us deliver on our commitment to continuous innovation and digital transformation across the entire supply chain".

Locus's powerful data science foundation makes it possible to smoothly navigate hundreds or even a thousand or more bots in a single footprint as well as deliver predictive and actionable management guidance in real time to dramatically improve throughput across a multitude of use cases. LocusONE includes Locus's award-winning LocusView package, which delivers data-driven, actionable insights across more than two dozen insightful reports and real-time dashboards, including labor guidance, predictive insights for work completion, operational comparisons against targets or time periods, order pool tracking and guidance, mission analysis and optimization, key performance visualization, and more.

LocusONE further extends Locus's position as the industry's AMR leader for automation and digitalization of warehouses, distribution, and fulfillment centers to efficiently meet increasing order volumes, labor shortages, and rising consumer expectations.

"As warehouses become increasingly complex, the ability to rely on a dependable data analytics strategy is essential to their smooth operation. Having the ability to deploy a flexible, seamless and proven AMR management platform to meet a broad range of use cases has become a must-have in the warehouse fulfillment industry," said Ash Sharma, Senior Research Director at Interact Analysis. "This innovative platform demonstrates how critical multi-form factor interoperability is in today's fulfillment warehouse and reflects Locus Robotics' commitment to innovation, ease of use, and broad industry vision over the past few years."

"LocusONE's ability to integrate rapidly and efficiently with other automation technology such as sortation or packaging systems ensures that a nimble, scalable robotics solution can be easily deployed into both brownfield and greenfield environments," noted Faulk.

"The LocusONE platform enables Kenco to create a seamless fulfillment experience that delivers enhanced productivity, while improving employee morale and visibility. We rely on the LocusView dashboards to monitor progress and inform our labor management throughout the day," said Kristi Montgomery, Vice President, Innovation, Research & Development Kenco Logistics. "LocusONE's real-time insights allow us to delight our customers, and that's what matters most to Kenco."

LocusONE is available through the company's all-inclusive, Robots-as-a-Service (RaaS) business model. Locus Origin, Vector, and Max can be easily added to existing and new workflows, enabling operations to dynamically scale and adapt to changing market demands. In a study done by Peerless Research Group, nearly half of respondents said they would prefer to buy their robotics solution as an entire integrated system that includes hardware, software, support, and maintenance.

Locus's Recycle, Refurbish, and Repurpose initiativeis the first in the AMR industry to actively drive sustainability across all aspects of the business from manufacturing and deployment to support and maintenance at sites around the world. Locus is continually working to identify and implement best-practice strategies and tactics designed to reduce overall waste across all areas of our organization.

Locus will be showcasing LocusONE at Promat, Booth #S2303, the material handling industry's premier event, running March 20-23 in Chicago, IL, where the Locus theme will be Vision, Intelligence, Results emphasizing Locus's commitment to delivering actionable intelligence in an innovative solution to drive results for customers. Locus will also host guests at the Locus Theater, featuring a lineup of informative industry speakers and presentations, discussions with Locus's customers and partners, as well as showcasing live picking and putaway demos.

In addition, unwind with Locus for The Happiest Hour, every day from 4:00 pm 5:00 pm and be sure to join Locus's ProMat 2023 scavenger hunt Passport to Bots. Learn how LocusBots work with other industry-leading warehouse solutions and be entered to win one of five prizes, including an iPad and Beats wireless headphones.

For more information and details, visithttps://locusrobotics.com/about-us/events/locus-promat-2023/

About Locus RoboticsLocus Robotics is the world leader in revolutionary, enterprise-level, warehouse automation solution, incorporating powerful and intelligent autonomous mobile robots (AMRs) that operate collaboratively with human workers in more than two dozen languages to dramatically improve product movement and productivity 23x. Named to the Inc. 500 two years in a row, and winning more than 17 industry and technology awards, the Locus solution dramatically increases order fulfillment productivity, lowers operational costs, and improves workplace quality, safety, and ergonomics for workers.

With over 100+ of the world's top brands and deployed at 250+ sites around the world, Locus Robotics enables retailers, 3PLs and specialty warehouses to efficiently meet and exceed the increasingly complex and demanding requirements of today's fulfillment environments. For more information, visit http://www.locusrobotics.com.

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David Hunter announced as new director of the Penn State AI Hub – Pennsylvania State University

UNIVERSITY PARK, Pa. The Office of the Senior Vice President for Research has announced that David Hunter has been appointed director for the cross-functional Penn State AI Hub. Hosted by the Institute for Computational Data Science (ICDS), the hub is designed with the vision of creating a collaborative and creative ecosystem across our university enterprise, to embrace and elevate Penn State's AI research.

We are thrilled that David is transitioning into the role as leader for this key initiative within our research enterprise, said Lora Weiss, senior vice president for research. Davids diversified experience brings the breadth and depth that will drive the vision of our AI Hub.

In his role as director, Hunter will foster an environment of networking various AI expertise within the University, with the goal of driving research around the computational and data sciences. The AI Hub is designed to bring together researchers and facilitate interdisciplinary collaborations, deepening connections among research thrusts. By broadening awareness of AI research at Penn State, the initiative seeks to increase the competitiveness of Penn State across AI research, whether using machine learning, deep learning or other AI-related tools or instruments. The hub will also identify areas of future AI research, and strengthen grant proposals for major external opportunities.

"The AI Hub provides a nexus for all Penn State scholars incorporating AI in some aspect of their research," said Jenni Evans, director of ICDS. "As director for the AI Hub, Dave will collaborate with University leaders in AI to identify synergies and develop strategies to further empower this research community."

Deb Ehrenthal, Director of the Social Sciences Research Institute, or SSRI, reflected that SSRIs role in co-sponsoring the Hub signifies the broad interdisciplinary nature of the AI Hubs mission.

Hunter is an accomplished leader, serving as head of Penn State's Department of Statistics from 2012 to 2018, and has a reputation in the international statistics community for his many leadership contributions. During his time as a faculty fellow with Penn State's Teaching and Learning with Technology (TLT) program, Hunter worked to mobilize the Penn State data science community "writ large." This community brought together students and faculty across all disciplines. The diversity and inclusiveness of this group has provided a forum for the creation of new, and sometimes unexpected, collaborations in the data sciences.

Hunter has published widely on statistical models for networks and is a co-creator of the "statnet" suite of packages for network analysis in R. He co-coined the term "MM algorithms" (majorization-minimization / minorization-maximization) and has written extensively on this and other "EM-like" (expectation-maximization) algorithms. He has also extended the theory and computational practice of unsupervised clustering using nonparametric finite mixture models.

Hunter earned his doctorate in statistics from the University of Michigan in 1999, following a math degree from Princeton University in 1992, and a prior career teaching high school mathematics. He has been at Penn State since 1999, where he is professor of statistics. He is a fellow of the Institute of Mathematical Statistics, the American Statistical Association and the International Statistical Institute.

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Funding Available for Research in Cell and Tissue Metabolism – University of Arkansas Newswire

The focus of the NIH-funded Arkansas Integrative Metabolic Research Center is tounderstand the role of cell and tissue metabolism in disease, development and repair through research involving advanced imaging, bioenergetics and data science.

If your research has a similar focus, and you are an assistant professor who has not yet received major federal funding (e.g., An NIH R01 or an NSF 3-5 year grant), then this funding opportunity is for you! Successful applications will be collaborative, interdisciplinary, should expand the applicant's research and have the potential to generate data for federal funding applications.

Anticipated award dates are July 1, 2023, to May 15, 2024.Budgets of $25,000 in direct costs are recommended, but amaximum of$50,000in direct costs can be requested.Awardees will have an opportunity to apply for a second year of funding in 2024 to continue successful projects.

Thedeadline for application submission isat 11:59 p.m. Saturday, April 15.

Interested individuals can contact the following individuals for more information:

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