From stopping deadly diseases to developing futuristic materials, from making self-driving vehicles smarter to studying global inequalities in pollution exposure, the University of Virginias early career faculty are more deeply involved than ever in making peoples lives safer, healthier and more efficient.
In 2021 so far, 12 UVA assistant professors have earned National Science Foundation Early Career Development Awards, among the most competitive and prestigious grants for science and engineering faculty in the first stages of their careers. Thats up from eight CAREER Awards in 2020, and four to five awards per year before then.
The CAREER Award is given to early career researchers who have the potential to make a significant impact through their careers as academic researchers and educators, Melur Ram Ramasubramanian, UVAs vice president for research, said. Getting 12 of these prestigious awards for our faculty so far this year is impressive, and really shows the great talent we have across the University.
Meet the most recent UVA CAREER Award winners, whom NSF expects to become the next great leaders and role models in research and education.
In May 2020, Partners for Automated Vehicle Education shared results from a poll of 1,200 Americans about attitudes around autonomous vehicle technology. Three in four believed the technology was not ready for primetime; almost half indicated they would never ride in a self-driving car; and a fifth do not believe that autonomous vehicles will ever be safe.
The poll outlines the deep skepticism surrounding self-driving vehicles. Methods to improve and prove safety will be needed for broad-based acceptance. Behls pioneering research at UVA is accelerating safety for autonomous vehicles.
Using auto racing as a platform, Behl has invented artificial intelligence methods to agilely maneuver an autonomous vehicle while pushing the limits of its steering, throttle and braking capabilities. His novel racing research is creating advanced algorithms that hold the key to safer autonomous vehicles, enabling them to avoid collisions even when they encounter unexpected challenges at high speeds while close to obstacles or other vehicles.
Demonstrating their skills in programming a full-sized, fully autonomous race car, Behl and his student Cavalier Autonomous Racing team clocked the fastest laps from a U.S. university team in the historic Indy Autonomous Challenge, held Oct. 23 at the Indianapolis Motor Speedway.
Fibrosis, the stiffening of normally soft or pliant living tissue, contributes significantly to about 40% of the overall deaths in the developed world.
Yeah, its a hell of a stat, Caliari said. But thats because fibrosis, or chronic scarring, itself isnt a disease; its an outcome of many different diseases.
The list includes some cancers, viral infections such as hepatitis, and idiopathic pulmonary fibrosis, a cruel condition in which scar tissue grows in the lungs, restricting the flow of oxygen. Idiopathic means the disease has no known cause. It has no cure, either.
Researchers like Caliari believe stopping or even reversing the progression of fibrosis is possible, but they need to know a lot more about what is happening in the body to make cells go from normal to a diseased state. Caliari is using biomaterials developed in his lab to open a window on that process.
Caliaris plans include partnering with the UVA chapter of the Society of Hispanic Professional Engineers to develop teaching modules on biomaterials concepts for elementary school students and initiating a high school summer research program involving labs in UVAs Fibrosis Initiative.
Holographic displays, color-changing frames and pliable screens are just a few of the innovations the next generation of smartphones may offer. And while engineers and coders will be responsible for making much of that technology possible, theres a good chance well also need to thank Gilliard.
Gilliard explores strategies for incorporating boron into chemical compounds to help him understand how to harness the elements unique capacity to carry and transfer electric charge and to produce the colors displayed by our cellphones and electronic devices.
In collaboration with the chemical engineering department here at UVA, weve already started to explore the applications of some of these boron-based materials, and were seeing that the utility is probably going to be pretty important going forward, Gilliard said.
His research may also make components in those devices more stable over time, less expensive to produce and less harmful to the environment.
This is the technology that has resulted in your lights in your home lasting much longer than they did even five years ago, Gilliard said.
We have a unique potential to be one of the leaders in this area of boron chemistry, he added. There are not many people in the United States exploring these areas of chemistry, and increasing our ability to compete globally in this area of science is extremely important.
As we struggle to come to terms with the fact that more than half a million lives have been lost to COVID-19 in the United States, it can be easy to forget that nearly as many people die from malaria worldwide every single year.
Malaria is caused by a single-celled, mosquito-borne parasite, but like a virus, it can adapt to survive a variety of challenges that could wipe it out completely. Gler studies how the malaria parasite responds to changes in its environment that are hostile to its survival.
Over the course of its life cycle, the malaria parasite must be able to adapt to the conditions that allow it to survive in the body of a mosquito, in the liver of an infected host or in a hosts bloodstream before it infects another mosquito. Evolution has also equipped it with the capacity to develop a resistance to the drugs that researchers develop to defeat it. Gler uses a powerful combination of laboratory studies and computational modeling to understanding the complexities of the cellular behaviors that make the malaria parasite so resilient.
The CAREER Award will help us look, specifically, at how the parasites respond to stress, so if theyre in one of these new environments and its stressful for them maybe theres a limiting nutrient or a drug present and its causing stress what sort of programs are going on inside that cell that allow it to survive? Gler said. Ultimately, what we learn could help us find a better way to treat this disease.
The National Science Foundation places a priority on inventing new computing and networking technologies. The need is urgent, because such technologies will help researchers use big data sets to find solutions for complex global challenges.
The problem is that the amount of data available globally has outpaced the processing power needed to analyze it. International Data Corporation predicts that the collective sum of the worlds data will grow to 175 zettabytes 175 trillion gigabytes by 2025, a massive data explosion compared to 4.4 zettabytes available in 2015.
Khan is developing revolutionary computer architectures that will make problem-solving with big data possible.
Datasets are so large they must be broken up into bundles across multiple computers in a data center, Khan said. Computations get bottlenecked as larger and larger data packets get moved from computer to computer in progression to a single processor.
Khans research aims to redesign programmable switches and smart network interface cards to allow data to be processed in transit instead, a fundamental redesign of outdated computer infrastructure. Her research team has built the first protype network that uses the revolutionary architecture, making data requests four times faster.
In the real world, this would mean people could update their social media or make online transactions, like purchasing tickets, lightning-fast compared to today.
Reducing the amount of data that needs to be moved to that single point of processing dramatically speeds things up and fuels the entire systems capacity, Khan said. We are expecting that processing in the reconfigured network will achieve more than 10-fold increases in processing speeds for scientific and machine-learning workloads.
Despite the fact that the STEM workforce has shown considerable growth in recent years, Black workers, and especially Black women, remain underrepresented in the fields of science, technology, engineering and math. And according to a study of trends in STEM degrees by the Pew Research Center, the gap is unlikely to narrow any time soon. For Seanna Leath, an assistant professor of psychology, universities have a critical part to play in addressing Black womens retention in STEM fields.
Leaths CAREER award will allow her to explore how improving the academic, social and psychological wellbeing of Black college women will help attract them to the study of STEM disciplines and allow them to thrive as students. Funding from the award will allow Leath to develop longitudinal surveys and interview tools to assess Black undergraduate womens experiences over a four-year period, and using the data she collects, she hopes to identify the most important factors affecting the motivation and retention of Black women in STEM degrees.
You might think that air pollution is an equal-opportunity threat, but there is a solid body of evidence suggesting that not everyone who lives in urban areas experiences the same level of exposure, which means that some communities are faced with a lower quality of life and a lower life expectancy.
Using a variety of airborne and ground-based data-collection methods, Pusede, an atmospheric chemist, is interested in advancing sciences understanding of how variations in exposure to airborne pollutants occur in urban areas and why.
With the help of the CAREER award, Pusede will conduct field work in Dakar, Senegal, which will lead to the training of U.S. and Senegalese students in an international collaboration of physical and social scientists that will involve collecting and integrating scientific data and demographic information from a wide range of sources to shed light on inequalities in pollutant exposure and their consequences.
Pusedes project will also include the development of educational and public-outreach activities based on her research, including the development of a middle-school curriculum aimed at encouraging students interest in the STEM fields and demonstrating how those fields can help advance the cause of environmental justice.
Did you know that a tuna is a super swimmer?
Theyre really fast, theyre really strong, theyre big, theyre at the top of their food chain without any natural predators. Theyre a model organism for roboticists because theyre phenomenal swimmers, Quinn said. Besides being fast, tuna dart back and forth very quickly complex, high-speed maneuvers and were not sure how they do it.
Quinn is using his CAREER Award to find out. His Smart Fluids Systems Lab is using a tuna model rigged up to swim inside a tank to try to discover how liquids flow past the fish a process called fluid dynamics and govern high-speed, irregular or asymmetric swimming.
By mapping out these flows, bio-inspired roboticists who have to rely on models of low-speed, regular or symmetric movements when designing and testing robots will have the information they need to start modeling and designing fast, highly maneuverable water and aerial drones. Even though Quinn is studying swimming, the principles of fluid dynamics apply to water and air propulsion, so his research will inform both.
Well be creating the first-ever flow visualizations of bio-inspired robots darting side-to-side, Quinn said. Our measurements could lay the groundwork for a new generation of intelligent swimming and flying machines.
According to the U.S. Energy Information Administration, approximately 5% of the energy that is generated by power plants in the country is lost to resistance in the power lines used to transmit energy to homes and businesses, and the complexity of the problem at the atomic level makes it difficult for researchers to understand exactly what properties of the electrons involved might lead to the ability to conduct current without resistance.
Direct imaging of electrons is almost impossible, but quantum simulation can shed light on the microscopic properties of these complex quantum systems. CAREER winner Peter Schauss, an assistant professor of physics who specializes in experimental atomic, molecular and optical physics, will use funding from the award to develop quantum simulations using atoms cooled to a few billionths of a degree and trapped in an artificial crystal of light. Using a quantum gas microscope with high-resolution imaging capabilities that will allow him to capture images of individual atoms, hell search for answers that could lead to the next generation of superconductors.
In this modern age of materials, complex alloys lighten the weight of cars and planes to save fuel and help the environment, biomaterials replace human joints so we can remain active into our elder years, and graphene-coated smart screens put us in touch literally with individual creativity and global commerce.
These breakthroughs demonstrate the power of nanotechnology, a term introduced in 1974 to describe the precision machining of materials to the atomic scale. While experimentation, development and commercialization of nanomaterials has evolved, the textbook model describing how and when a material changes its form remains stuck in the 1970s.
Zhou has a plan to bring this model into the modern age and democratize materials design. He will use his CAREER Award to innovate a valuable tool in alloy development called the CALPHAD method, which stands for CALculation of PHAse Diagrams.
My grand vision is to make computational tools easy to use and valuable for all materials scientists, Zhou said.
Editors note: Two additional faculty members from UVA earned CAREER Awards, but are no longer with the University.
View original post here:
UVA Science and Engineering Faculty Win 12 NSF Career Awards - University of Virginia
- Global Data Science Platform Market Report 2020 Industry Trends, Share and Size, Complete Data Analysis across the Region and Globe, Opportunities and... [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Data Science and Machine-Learning Platforms Market Size, Drivers, Potential Growth Opportunities, Competitive Landscape, Trends And Forecast To 2027 -... [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Industrial Access Control Market 2020-28 use of data science in agriculture to maximize yields and efficiency with top key players - TechnoWeekly [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- IPG Unveils New-And-Improved Copy For Data: It's Not Your Father's 'Targeting' 11/11/2020 - MediaPost Communications [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Risks and benefits of an AI revolution in medicine - Harvard Gazette [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- UTSA to break ground on $90 million School of Data Science and National Security Collaboration Center - Construction Review [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Addressing the skills shortage in data science and analytics - IT-Online [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Data Science Platform Market Research Growth by Manufacturers, Regions, Type and Application, Forecast Analysis to 2026 - Eurowire [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- 2020 AI and Data Science in Retail Industry Ongoing Market Situation with Manufacturing Opportunities: Amazon Web Services, Baidu Inc., BloomReach... [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Endowed Chair of Data Science job with Baylor University | 299439 - The Chronicle of Higher Education [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- Data scientists gather 'chaos into something organized' - University of Miami [Last Updated On: November 11th, 2020] [Originally Added On: November 11th, 2020]
- AI Update: Provisions in the National Defense Authorization Act Signal the Importance of AI to American Competitiveness - Lexology [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Healthcare Innovations: Predictions for 2021 Based on the Viewpoints of Analytics Thought Leaders and Industry Experts | Quantzig - Business Wire [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Poor data flows hampered governments Covid-19 response, says the Science and Technology Committee - ComputerWeekly.com [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Ilia Dub and Jasper Yip join Oliver Wyman's Asia partnership - Consultancy.asia [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Save 98% off the Complete Excel, VBA, and Data Science Certification Training Bundle - Neowin [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Data Science for Social Good Programme helps Ofsted and World Bank - India Education Diary [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Associate Professor of Fisheries Oceanography named a Cooperative Institute for the North Atlantic Region (CINAR) Fellow - UMass Dartmouth [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Rapid Insight To Host Free Webinar, Building on Data: From Raw Piles to Data Science - PR Web [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- This Is the Best Place to Buy Groceries, New Data Finds | Eat This Not That - Eat This, Not That [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Which Technology Jobs Will Require AI and Machine Learning Skills? - Dice Insights [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Companies hiring data scientists in NYC and how much they pay - Business Insider [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Calling all rock stars: hire the right data scientist talent for your business - IDG Connect [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- How Professors Can Use AI to Improve Their Teaching In Real Time - EdSurge [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- BCG GAMMA, in Collaboration with Scikit-Learn, Launches FACET, Its New Open-Source Library for Human-Explainable Artificial Intelligence - PRNewswire [Last Updated On: January 12th, 2021] [Originally Added On: January 12th, 2021]
- Data Science Platform Market Insights, Industry Outlook, Growing Trends and Demands 2020 to 2025 The Courier - The Courier [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- UBIX and ORS GROUP announce partnership to democratize advanced analytics and AI for small and midmarket organizations - PR Web [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Praxis Business School is launching its Post Graduate Program in Data Engineering in association with Knowledge Partners - Genpact and LatentView... [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- What's So Trendy about Knowledge Management Solutions Market That Everyone Went Crazy over It? | Bloomfire, CSC (American Productivity & Quality... [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Want to work in data? Here are 6 skills you'll need Just now - Siliconrepublic.com [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Data, AI and babies - BusinessLine [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Here's how much Amazon pays its Boston-based employees - Business Insider [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Datavant and Kythera Increase the Value Of Healthcare Data Through Expanded Data Science Platform Partnership - GlobeNewswire [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- O'Reilly Analysis Unveils Python's Growing Demand as Searches for Data Science, Cloud, and ITOps Topics Accelerate - Business Wire [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Book Review: Hands-On Exploratory Data Analysis with Python - insideBIGDATA [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- The 12 Best R Courses and Online Training to Consider for 2021 - Solutions Review [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Software AG's TrendMiner 2021.R1 Release Puts Data Science in the Hands of Operational Experts - Yahoo Finance [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- The chief data scientist: Who they are and what they do - Siliconrepublic.com [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Berkeley's data science leader dedicated to advancing diversity in computing - UC Berkeley [Last Updated On: January 31st, 2021] [Originally Added On: January 31st, 2021]
- Awful Earnings Aside, the Dip in Alteryx Stock Is Worth Buying - InvestorPlace [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Why Artificial Intelligence May Not Offer The Business Value You Think - CMSWire [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Getting Prices Right in 2021 - Progressive Grocer [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Labelbox raises $40 million for its data labeling and annotation tools - VentureBeat [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- How researchers are using data science to map wage theft - SmartCompany.com.au [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Ready to start coding? What you need to know about Python - TechRepublic [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Women changing the face of science in the Middle East and North Africa - The Jerusalem Post [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Mapping wage theft with data science - The Mandarin [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Data Science Platform Market 2021 Analysis Report with Highest CAGR and Major Players like || Dataiku, Bridgei2i Analytics, Feature Labs and More KSU... [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Data Science Impacting the Pharmaceutical Industry, 2020 Report: Focus on Clinical Trials - Data Science-driven Patient Selection & FDA... [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- App Annie Sets New Bar for Mobile Analytics with Data Science Innovations - PRNewswire [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- Data Science and Analytics Market 2021 to Showing Impressive Growth by 2028 | Industry Trends, Share, Size, Top Key Players Analysis and Forecast... [Last Updated On: February 12th, 2021] [Originally Added On: February 12th, 2021]
- How Can We Fix the Data Science Talent Shortage? Machine Learning Times - The Predictive Analytics Times [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Opinion: How to secure the best tech talent | Human Capital - Business Chief [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Following the COVID science: what the data say about the vaccine, social gatherings and travel - Chicago Sun-Times [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Automated Data Science and Machine Learning Platforms Market Technological Growth and Precise Outlook 2021- Microsoft, MathWorks, SAS, Databricks,... [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- 9 investors discuss hurdles, opportunities and the impact of cloud vendors in enterprise data lakes - TechCrunch [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Rapid Insight to Present at Data Science Salon's Healthcare, Finance, and Technology Virtual Event - PR Web [Last Updated On: February 14th, 2021] [Originally Added On: February 14th, 2021]
- Aunalytics Acquires Naveego to Expand Capabilities of its End-to-End Cloud-Native Data Platform to Enable True Digital Transformation for Customers -... [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Tech Careers: In-demand Courses to watch out for a Lucrative Future - Big Easy Magazine [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Willis Towers Watson enhances its human capital data science capabilities globally with the addition of the Jobable team - GlobeNewswire [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Global Data Science Platform Market 2021 Industry Insights, Drivers, Top Trends, Global Analysis And Forecast to 2027 KSU | The Sentinel Newspaper -... [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- A Comprehensive Guide to Scikit-Learn - Built In [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Industry VoicesBuilding ethical algorithms to confront biases: Lessons from Aotearoa New Zealand - FierceHealthcare [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- How Intel Employees Volunteered Their Data Science Expertise To Help Costa Rica Save Lives During the Pandemic - CSRwire.com [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Learn About Innovations in Data Science and Analytic Automation on an Upcoming Episode of the Advancements Series - Yahoo Finance [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Symposium aimed at leveraging the power of data science for promoting diversity - Penn State News [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Rochester to advance research in biological imaging through new grant - University of Rochester [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- SoftBank Joins Initiative to Train Diverse Talent in Data Science and AI - Entrepreneur [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Participating in SoftBank/ Correlation One Initiative - Miami - City of Miami [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Increasing Access to Care with the Help of Big Data | Research Blog - Duke Today [Last Updated On: February 22nd, 2021] [Originally Added On: February 22nd, 2021]
- Heres how Data Science & Business Analytics expertise can put you on the career expressway - Times of India [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Yelp data shows almost half a million new businesses opened during the pandemic - CNBC [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Postdoctoral Position in Transient and Multi-messenger Astronomy Data Science in Greenbelt, MD for University of MD Baltimore County/CRESST II -... [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- DefinedCrowd CEO Daniela Braga on the future of AI, training data, and women in tech - GeekWire [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Gartner: AI and data science to drive investment decisions rather than "gut feel" by mid-decade - TechRepublic [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Jupyter has revolutionized data science, and it started with a chance meeting between two students - TechRepublic [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- Working at the intersection of data science and public policy | Penn Today - Penn Today [Last Updated On: March 14th, 2021] [Originally Added On: March 14th, 2021]
- The Future of AI: Careers in Machine Learning - Southern New Hampshire University [Last Updated On: April 4th, 2021] [Originally Added On: April 4th, 2021]
- SMU meets the opportunities of the data-driven world with cutting-edge research and data science programs - The Dallas Morning News [Last Updated On: April 4th, 2021] [Originally Added On: April 4th, 2021]
- Data, Science, and Journalism in the Age of COVID - Pulitzer Center on Crisis Reporting [Last Updated On: April 4th, 2021] [Originally Added On: April 4th, 2021]