Workforce diversity is imperative for innovative science and technology. Yet due to funding inequities, research infrastructure isn’t as robust at Minority Serving Institutions (MSIs), making building a diverse workforce pipeline and inclusive research collaborations challenging. With its Research Collaboration Initiative (RCI), the Georgia Institute of Technology is building MSI partnerships and recently hosted its first research collaboration forum (RCF) specifically to develop these relationships with Historically Black Colleges and Universities (HBCUs).

Nearly 170 attendees from government, industry, national labs, and other universities gathered on the Georgia Tech campus Nov. 7 – 8. The research forum featured keynotes, panels, and breakout sessions divided by research area to develop the partnerships necessary for meaningful collaboration.

Dietra Trent — executive director of White House Initiatives on Advancing Educational Equity, Excellence, and Economic Opportunity through HBCUs — gave the morning keynote.

“Research shaped by diverse experience and cultures will reduce the risk of bias and create significant opportunities for all our universities,” she said. “This collaboration represents one of the best ways to build a scholarly community. It’s the partnership our HBCUs need — not a handout but a hand up.”

Day one of the RCF featured keynotes talks from Senior Advisor Terrence Mosely of the Office of Energy Efficiency and Renewable Energy and Thyaga Nandagopal, director of the Division of Innovation and Technology Ecosystems in Tech, Innovation, and Partnerships.

The second day featured a keynote from Victoria Coleman, who currently serves as the chief scientist of the U.S. Air Force and was past director of the Defense Research Projects Agency. Coleman was instrumental in creating the first HBCU-led University Affiliated Research Center in Tactical Autonomy.

Keynotes from Kylie Patterson, director of opportunity and inclusion from CHIPS.gov, and Annette Owens-Scarsboro, the National Institutes of Health (NIH) institution program manager for HBCUs and MSIs, rounded out the second day.

Panels about funding priorities for the Department of Energy, the National Science Foundation, the Department of Commerce, NIH, and the Department of Defense offered attendees compelling federal research opportunities. In breakout sessions, attendees gathered to ideate and team build within their respective research disciplines, which included everything from climate resiliency to artificial intelligence.

“We’re looking at these breakout sessions as an opportunity to develop long-term, sustainable collaborations and partnerships between our respective institutions,” said George White, senior director for strategic partnerships in the Office of the Vice President for Interdisciplinary Research and principal research engineer at Georgia Tech. “We believe this is an enduring model that can grow well beyond Georgia Tech. The ability to seed research projects and capacity building makes this a very unique opportunity.”

Throughout the forum, there were multiple opportunities to network and build more casual partnerships.

“The goal is to exchange ideas, meet one another, and identify areas of collaborative synergy,” said Taiesha Smith, senior program manager of HBCU/MSI Research Partnerships at Georgia Tech.

Inclusivity Imperative to Research Next

The RC is just one of the projects of Research Next. Executive Vice President for Research Chaouki T. Abdallah launched the research enterprise’s planning initiative in 2020, and creating inclusive research collaborations is its third phase.

“We believe that in order to develop lasting solutions for the problems facing humanity, we need as many perspectives as possible,” he said. “We need more original ideas, the kind of ideas born from having diverse communities to not just make the solutions but to ask the right questions.”

The event was one of Georgia Tech’s many efforts in this area. The team created a software tool, CollabNext, where researchers can find partners at HBCUs with similar disciplines and interests. They also developed a memorandum of understanding for a semiconductor research initiative with HBCU/MSIs. Even the Georgia Tech Research Institute is involved, developing the Defense-University Affiliated Research Traineeship to give HBCU students opportunities in the Department of Defense.

“This event will energize and identify opportunities from companies and the federal government to make sure HBCU and MCIS can compete for the funding,” Abdallah said, “because they have built the infrastructure to conduct this research.”

Researchers have documented for the first time the stresses that build up around solid-state battery electrolytes, helping set the stage for the development of improved and more efficient batteries. Scientists have long thought that stresses can build up around dendrites, thin metallic projects that can ultimately short out solid-electrolyte batteries, but they haven’t been precisely measured.

A team of scientists at Georgia Tech, Brown University, Nanyang Technological University, and MIT have measured the mechanical stresses that develop in dendrites – solving a long-standing hypothesis that high stresses can be developed around dendrites. Dendrites pierce through solid electrolytes, eventually crossing from one electrode to the other and shorting out the solid-state battery cell.

Georgia Tech Professor Christos Athanasiou and the multidisciplinary team used photoelasticity to measure the stress on batteries caused during the battery cycle. In their paper, Operando Measurements of Dendrite-Induced Stresses in Ceramic Electrolytes using Photoelasticity, they managed to overcome challenges associated with measurements of easy to break, very tiny solid electrolyte samples. The samples thickness was about 10 times smaller than the average diameter of human hair.

Read more by visiting the link below.

Juan-Pablo Correa-Baena leads the Materials for Solar Energy Harvesting and Conversion research initiative for the Institute for Materials (IMat) and Strategic Energy Institute at Georgia Tech. In this role, he is working to create a community around solar energy harvesting and conversion at Georgia Tech. He aims to integrate photovoltaic, photodetectors, and related devices into IMaT-related research; energize research in these areas at Georgia Tech at large; and consolidate the expertise of the many research groups working on or around photovoltaics/photodetectors that will allow researchers to target interdisciplinary research funding opportunities. He is also an assistant professor and the Goizueta Junior Faculty Rotating Chair in the School of Materials Science and Engineering.

In this brief Q&A, Correa-Baena discusses his research focus, how it relates to materials research, and the impact of this initiative.

What is your field of expertise and at what point in your life did you first become interested in this area?

I am an expert in materials for energy harvesting and conversion. I first became interested in this topic when I was an undergraduate student and started thinking about the future of energy production. 

What questions or challenges sparked your current materials research?

I was born and raised in a country where fossil fuels dominate the energy production landscape, yet where renewables are readily available. Colombia is a large producer of oil but also boasts a huge potential for solar energy production. This juxtaposition always puzzled me growing up. As a researcher in this field, I want to ensure that all countries around the world have access to solar energy, by helping lower deployment cost. 

Why is your initiative important to the development of Georgia Tech’s Materials research strategy?

There is a growing need to expand our research footprint at Georgia Tech with regard to photovoltaics. This is especially important with the impact of the photovoltaic industry presence in Georgia. My initiative is focusing on galvanizing activities around photovoltaic research at Georgia Tech that can benefit our footprint globally as well as locally with industry partners.

What are the broader global and social benefits of the research you and your team conduct?

The main benefit of the research we do is to the photovoltaic industry, which we hope to engage through cutting-edge research at Georgia Tech.

What are your plans for engaging a wider Georgia Tech faculty pool with IMat research?

I am planning to organize an internal workshop, as well as a session on photovoltaics in the Next Generation of Energy Materials Symposium to be held in March 2024 at Georgia Tech. In addition, as part of my efforts to engage the Georgia Tech community at large, I am working to create a website that will connect the Georgia Tech community working towards advancing photovoltaic capabilities for future manufacturing advancements. 

Projects address basic research challenges facing the Energy Earthshots Initiative to mitigate climate change and reach a net-zero carbon economy.

Georgia Tech faculty and researchers are involved in five university-led projects and two new Energy Earthshot Research Centers that are part of a $264 million grant from the U.S. Department of Energy (DOE). The funding includes establishing 11 new Energy Earthshot Research Centers (EERC) led by DOE’s national labs and 18 university research teams addressing one or more of DOE’s Energy Earthshots initiatives focused on industrial decarbonization, carbon storage and removal, offshore wind, and more.

Matthew McDowell, Akanksha Menon, and Claudio Di Leo

Akanksha Menon, assistant professor in the George W. Woodruff School of Mechanical Engineering, has been awarded $3 million in funding to lead a university project titled “Understanding Thermo-Chemo-Mechanical Transformations in Thermal Energy Storage Materials and Composites.” The project will bring together Matthew McDowell, associate professor in the Woodruff School; Claudio Di Leo, assistant professor in the Daniel Guggenheim School of Aerospace Engineering; and Jeff Urban from the Lawrence Berkeley National Laboratory to provide a fundamental understanding of the coupled thermo-chemo-mechanical phenomena in thermal energy storage materials that will enable low-cost and stable storage.

Annalisa Bracco, Taka Ito, and Chris Reinhard

Annalisa Bracco, professor and associate chair; Taka Ito, professor; and Chris Reinhard, Georgia Power Chair and associate professor — all from the School of Earth and Atmospheric Sciences — will join colleagues from Princeton, Texas A&M, and Yale University for an $8 million Earthshot project that will build an “end-to-end framework” for studying the impact of carbon dioxide (CO_²) removal efforts. The project, titled “Carbon dioxide removal and high-performance computing: Planetary Boundaries of Earth Shots,” includes creating computer models to measure how well CO_² removal techniques work on land, rivers, and oceans.

Elizabeth Qian, assistant professor in the Guggenheim School and the School of Computational Science and Engineering, will join colleagues from New York University, Los Alamos National Lab, and National Renewable Energy Lab for an Earthshot project titled “Learning reduced models under extreme data conditions for design and rapid decision-making in complex systems (ROME).” The project will develop mathematical foundations and computational methods to support the design and operation of complex systems for carbon removal and renewable energy generation that will be used for simulation, design, and decision-making of the Floating Offshore Wind Shot and the Carbon Negative Shot EERCs.

David Flaherty, professor in the School of Chemical and Biomolecular Engineering will join colleagues from the University of Illinois Urbana-Champaign, Northern Arizona University, Texas State University, and Argonne National Lab to co-lead a project titled “Harnessing Electrostatics for the Conversion of Organics, Water and Air: Driving Redox on Particulate Liquids Earthshot (DROPLETS).” The overall objective of DROPLETS is to explore an approach based on microdroplet-enabled redox reactions (which involve the transfer of electrons between substances) toward H_² production (a clean and renewable energy source), CO_² activation (which can help mitigate greenhouse gas emissions), and the synthesis of redox species for long-duration energy storage.

Guoxiang (Emma) Hu, assistant professor in the School of Materials Science and Engineering, joins colleagues from Georgia State University, Carnegie Melon University, Oak Ridge National Lab, and the University of Utah on a project titled “Atomic Level Compositional Complexity for Electrocatalysis (Atomic-C_²E).” Atomic-C_²E will integrate fundamental electrochemistry, quantum chemical and multiscale simulations, and materials chemistry to develop an understanding of electrocatalysts that aid in the conversion of CO_² into value-added chemical fuels and hydrogen production via water electrolysis — and address technological bottlenecks challenging them.
 

The DOE national lab EERCs will bring together multi-institutional, multidisciplinary teams to perform energy-relevant research with a scope and complexity beyond what is possible in standard single-investigator or small-group awards. Addressing key research challenges relevant to the Energy Earthshots, the 11 new centers will be housed at eight DOE national laboratories and will receive a combined $195 million over four years.

Of the 11 lab centers, the DEGradation Reactions in Electrothermal Energy Storage (DEGREES) center led by the National Renewable Energy Laboratory consists of Professor Akanksha Menon and Associate Professor Shannon Yee from the Woodruff School. DEGREES is an EERC that will provide fundamental understanding of the science behind complex degradation mechanisms and instabilities that affect the performance of thermal energy storage.
 

Non-Equilibrium Energy Transfer for Efficient Reactions (NEETER) is the second EERC that will be housed at the Department of Energy's Oak Ridge National Laboratory (ORNL) and involves Georgia Tech. Led by David Sholl, director of ORNL’s transformational decarbonization initiative and professor in the School of Chemical and Biomolecular Engineering, NEETER is focused on developing chemical processes that use sustainable methods instead of burning fossil fuels to radically reduce industrial greenhouse gas emissions to stem climate change and limit the crisis of a rapidly warming planet.

The Department of Energy launched the Energy Earthshots Initiative to spur decarbonization efforts that will help the United States meet climate and clean energy goals. The initiative connects DOE’s basic science and energy technology offices to accelerate innovations toward more abundant, affordable, and reliable clean energy solutions; seeks to revolutionize many sectors across the United States; and will rely on fundamental science and innovative technology to be successful.

Professor Elizabeth Qian will Serve as Co-PI on DoE Energy Earthshots Project                  

Qian will develop computing methods to support design and operation of complex systems for carbon removal and renewable energy generation.

Full story

Three Earth and Atmospheric Sciences Researchers Awarded DOE Earthshot Funding for Carbon Removal Strategies

Bracco, Ito, and Reinhard will create computer models to measure how well CO_² removal techniques work on land, rivers, and oceans, as part of $264 million in grants.

Full story

Assistant Professor Akanksha Menon Awarded $3 Million for Research as part of DOE's Energy Earthshots Initiative

Menon and her team will address two Energy Earthshots to help achieve net-zero carbon by 2050, combat climate crisis.

Full story

Professor David Sholl Leading New Energy Earthshot Research Center to Stem Climate Change

The Department of Energy also selected David Flaherty to co-lead a second project designed to lower energy input and reactor cost for complex chemical reactions.

Full story

Writer and Media Contact:
Priya Devarajan | priya.devarajan@research.gatech.edu        

LG Chem, a leading global chemical company with a diversified business portfolio in the key areas of petrochemicals, advanced materials, and life sciences, today signed a memorandum of understanding with the Georgia Institute of Technology to promote basic and translational research, innovative business models, and related educational endeavors.

The agreement is expected to serve as an opportunity to connect LG Chem research and development, manufacturing, commercial, and operations teams with faculty thought leaders and students across the Institute. 

“The combination of our industrial expertise and the university’s academic knowledge will enable us to extend our collaboration from next-generation battery materials to field,” said Jongku Lee, senior vice president and CTO at LG Chem.

“By partnering with LG Chem, we aim to foster next-level innovation in battery research, offering our students and faculty access to resources from a renowned industry leader,” said Chaouki Abdallah, executive vice president for Research at Georgia Tech. “I’m excited about the invaluable expertise LG Chem will bring to our campus community.”

LG Chem is committed to giving $2 million over five years to support student fellowships and the research collaboration. Georgia Tech intends to continue to build on its strengths, expertise, and capabilities in battery technology and related technical fields to further develop a pipeline of undergraduate and graduate students with related skills and training.

“The signing of the LG Chem-GT MOU represents a significant opportunity for our students and researchers as we develop key advances in battery and clean energy technologies while preparing the next talent pipeline to support them,” said George White, senior director for Strategic Partnerships at Georgia Tech.

The Georgia Tech campus recently served as host to the 2023 RCE Americas Regional Meeting. From September 26 – 29, students, academics, and working professionals from around the Americas gathered to share their diverse perspectives and experiences, and delved into the discourse of sustainability. Participants attended panel sessions, presentations, site visits, and workshops (one of which was student led) over the three-day meeting, offering their unique viewpoints on how sustainability plays a role in their work and academic careers.

RCE Greater Atlanta was acknowledged by the United Nations University (UNU) on December 18, 2017, as a Regional Centre of Expertise on Education for Sustainable Development. RCE Greater Atlanta is one of over 190 RCEs recognized worldwide as part of the UNU RCE network. RCEs support multi-stakeholder implementation of the U.N. Sustainable Development Goals (SDGs) at the regional level, through education and training.

RCE Greater Atlanta is committed to leveraging educational resources for regional implementation of the SDGs, with a focus on equity and justice, building on Atlanta’s history as the home of the Civil Rights Movement. RCE Greater Atlanta members, representing all sectors of community, business, government, and civil society, contribute to the creation of an inclusive and collaborative community that advances SDG knowledge and action, and nurtures strong youth leadership by harnessing higher education capacity and knowledge for regional benefit.

Among the speakers were Keisuke Midori, section chief from the Ministry of the Environment of Japan; Jenny Hirsch, senior director of the Georgia Tech Center for Sustainable Communities Research and Education, representing RCE Greater Atlanta; and Georgia Tech President Ángel Cabrera. Several of the speakers traveled or participated virtually from around the United States, as well as from places as far-flung as Mexico, Puerto Rico, Canada, Peru, and Columbia. Atlanta was also well represented with participants and speakers from many area colleges and universities including Morehouse School of Medicine, Kennesaw State University, and Georgia Gwinnett College. A wide range of topics were presented such as “Youth Initiatives at Assateague Island,” “Energy Equity: Advancing SDG 7 Affordable and Clean Energy Through Community-University Partnerships,” and “Young Leaders of the Earth Charter at RCE Bogota.”

Several Georgia Tech students were in attendance and have offered their perspectives on the event. Lakshya Sharma, a master’s student in Human Computer Interaction and the student coordination manager for RCE Greater Atlanta, says, “The conference provided people coming from a wide variety of backgrounds an opportunity to present views, opinions, and talk about differences. I was given the responsibility to lead one of these sessions, where we discussed how important local community action is and how these actions can be made more efficient, inclusive, and effective. Participating in these discussions gave me a fresh perspective on things and made me explore new ways to solve problems, which I can now implement as a professional.”

Perrin Brady, who is studying History, Technology, and Society at Georgia Tech and serving as a student engagement coordinator for RCE Greater Atlanta, said, “I was able to raise questions to the room that I struggle with as a young person, like how to navigate possible conflict between requiring fast climate solutions and needing equitable/sustainable solutions that take time and consideration. People's answers gave me hope for future impacts I could make.”

Julie Chen, another student engagement coordinator, who is studying architecture at Georgia Tech, said, “The range of presentations remains an inspiration, as I was able to witness different RCEs actively involved in unique projects to further the UN SDGs. It was especially heartening to see young students taking the initiative. The RCE Americas Network is a great platform to share these efforts.”

The event was sponsored by Oak Ridge Associated Universities; Kennesaw State University’s Global Education Community Engagement and Outreach; Goethe Zentrum; and several Georgia Tech organizations, namely the Brook Byers Institute for Sustainable Systems, the Renewable Bioproducts Institute, the Strategic Energy Institute, the Atlanta Global Studies Center, and the Ray C. Anderson Center for Sustainable Business with the Drawdown Georgia Business Compact.

The RCE Americas Meeting is an annual event.  For more information, see the following links:

Meeting Resources: https://drive.google.com/drive/folders/1K8XeWuCEXq66TEVZuQQm3X3EzfXQ3zVB?usp=sharing

Presentation Recordings: https://www.youtube.com/channel/UCpof6N7frRLybc0UW8dhX4A

The teams awarded will focus on strategic new initiatives in Artificial Intelligence.

The Institute for Data Engineering and Science, in conjunction with several Interdisciplinary Research Institutes (IRIs) at Georgia Tech, have awarded seven teams of researchers from across the Institute a total of $105,000 in seed funding geared to better position Georgia Tech to perform world-class interdisciplinary research in data science and artificial intelligence development and deployment. 

The goals of the funded proposals include identifying prominent emerging research directions on the topic of AI, shaping IDEaS future strategy in the initiative area, building an inclusive and active community of Georgia Tech researchers in the field that potentially include external collaborators, and identifying and preparing groundwork for competing in large-scale grant opportunities in AI and its use in other research fields.

Below are the 2023 recipients and the co-sponsoring IRIs:

Proposal Title: "AI for Chemical and Materials Discovery" + “AI in Microscopy Thrust”
PI: Victor Fung, CSE | Vida Jamali, ChBE| Pan Li, ECE | Amirali Aghazadeh Mohandesi, ECE
Award: $20k (co-sponsored by IMat)

Overview: The goal of this initiative is to bring together expertise in machine learning/AI, high-throughput computing, computational chemistry, and experimental materials synthesis and characterization to accelerate material discovery. Computational chemistry and materials simulations are critical for developing new materials and understanding their behavior and performance, as well as aiding in experimental synthesis and characterization. Machine learning and AI play a pivotal role in accelerating material discovery through data-driven surrogate models, as well as high-throughput and automated synthesis and characterization.

Proposal Title: " AI + Quantum Materials”
PI: Zhigang JIang, Physics | Martin Mourigal, Physics
Award: $20k (Co-Sponsored by IMat)

Overview: Zhigang Jiang is currently leading an initiative within IMAT entitled “Quantum responses of topological and magnetic matter” to nurture multi-PI projects. By crosscutting the IMAT initiative with this IDEAS call, we propose to support and feature the applications of AI on predictive and inverse problems in quantum materials. Understanding the limit and capabilities of AI methodologies is a huge barrier of entry for Physics students, because researchers in that field already need heavy training in quantum mechanics, low-temperature physics and chemical synthesis. Our most pressing need is for our AI inclined quantum materials students to find a broader community to engage with and learn. This is the primary problem we aim to solve with this initiative.

PI: Jeffrey Skolnick, Bio Sci | Chao Zhang, CSE
Proposal Title: Harnessing Large Language Models for Targeted and Effective Small Molecule 4 Library Design in Challenging Disease Treatment
Award: $15k (co-sponsored by IBB)

Overview: Our objective is to use large language models (LLMs) in conjunction with AI algorithms to identify effective driver proteins, develop screening algorithms that target appropriate binding sites while avoiding deleterious ones, and consider bioavailability and drug resistance factors. LLMs can rapidly analyze vast amounts of information from literature and bioinformatics tools, generating hypotheses and suggesting molecular modifications. By bridging multiple disciplines such as biology, chemistry, and pharmacology, LLMs can provide valuable insights from diverse sources, assisting researchers in making informed decisions. Our aim is to establish a first-in-class, LLM driven research initiative at Georgia Tech that focuses on designing highly effective small molecule libraries to treat challenging diseases. This initiative will go beyond existing AI approaches to molecule generation, which often only consider simple properties like hydrogen bonding or rely on a limited set of proteins to train the LLM and therefore lack generalizability. As a result, this initiative is expected to consistently produce safe and effective disease-specific molecules.

PI: Yiyi He, School of City & Regional Plan | Jun Rentschler, World Bank
Proposal Title: “AI for Climate Resilient Energy Systems”
Award: $15k (co-sponsored by SEI)

Overview: We are committed to building a team of interdisciplinary & transdisciplinary researchers and practitioners with a shared goal: developing a new framework which model future climatic variations and the interconnected and interdependent energy infrastructure network as complex systems. To achieve this, we will harness the power of cutting-edge climate model outputs, sourced from the Coupled Model Intercomparison Project (CMIP), and integrate approaches from Machine Learning and Deep Learning models. This strategic amalgamation of data and techniques will enable us to gain profound insights into the intricate web of future climate-change-induced extreme weather conditions and their immediate and long-term ramifications on energy infrastructure networks. The seed grant from IDEaS stands as the crucial catalyst for kick-starting this ambitious endeavor. It will empower us to form a collaborative and inclusive community of GT researchers hailing from various domains, including City and Regional Planning, Earth and Atmospheric Science, Computer Science and Electrical Engineering, Civil and Environmental Engineering etc. By drawing upon the wealth of expertise and perspectives from these diverse fields, we aim to foster an environment where innovative ideas and solutions can flourish. In addition to our internal team, we also have plans to collaborate with external partners, including the World Bank, the Stanford Doerr School of Sustainability, and the Berkeley AI Research Initiative, who share our vision of addressing the complex challenges at the intersection of climate and energy infrastructure.

PI: Jian Luo, Civil & Environmental Eng | Yi Deng, EAS
Proposal Title: “Physics-informed Deep Learning for Real-time Forecasting of Urban Flooding”
Award: $15k (co-sponsored by BBISS)

Overview: Our research team envisions a significant trend in the exploration of AI applications for urban flooding hazard forecasting. Georgia Tech possesses a wealth of interdisciplinary expertise, positioning us to make a pioneering contribution to this burgeoning field. We aim to harness the combined strengths of Georgia Tech's experts in civil and environmental engineering, atmospheric and climate science, and data science to chart new territory in this emerging trend. Furthermore, we envision the potential extension of our research efforts towards the development of a real-time hazard forecasting application. This application would incorporate adaptation and mitigation strategies in collaboration with local government agencies, emergency management departments, and researchers in computer engineering and social science studies. Such a holistic approach would address the multifaceted challenges posed by urban flooding. To the best of our knowledge, Georgia Tech currently lacks a dedicated team focused on the fusion of AI and climate/flood research, making this initiative even more pioneering and impactful.

Proposal Title: “AI for Recycling and Circular Economy”
PI: Valerie Thomas, ISyE and PubPoly | Steven Balakirsky, GTRI
Award: $15k (co-sponsored by BBISS)

Overview: Most asset management and recycling-use technology has not changed for decades. The use of bar codes and RFID has provided some benefits, such as for retail returns management. Automated sorting of recyclables using magnets, eddy currents, and laser plastics identification has improved municipal recycling. Yet the overall field has been challenged by not-quite-easy-enough identification of products in use or at end of life. AI approaches, including computer vision, data fusion, and machine learning provide the additional capability to make asset management and product recycling easy enough to be nearly autonomous. Georgia Tech is well suited to lead in the development of this application. With its strength in machine learning, robotics, sustainable business, supply chains and logistics, and technology commercialization, Georgia Tech has the multi-disciplinary capability to make this concept a reality; in research and in commercial application.

Proposal Title: “Data-Driven Platform for Transforming Subjective Assessment into Objective Processes for Artistic Human Performance and Wellness”
PI: Milka Trajkova, Research Scientist/School of Literature, Media, Communication | Brian Magerko, School of Literature, Media, Communication
Award: $15k (co-sponsored by IPaT)

Overview: Artistic human movement at large, stands at the precipice of a data-driven renaissance. By leveraging novel tools, we can usher in a transparent, data-driven, and accessible training environment. The potential ramifications extend beyond dance. As sports analytics have reshaped our understanding of athletic prowess, a similar approach to dance could redefine our comprehension of human movement, with implications spanning healthcare, construction, rehabilitation, and active aging. Georgia Tech, with its prowess in AI, HCI, and biomechanics is primed to lead this exploration. To actualize this vision, we propose the following research questions with ballet as a prime example of one of the most complex types of artistic movements: 1) What kinds of data - real-time kinematic, kinetic, biomechanical, etc. captured through accessible off-the-shelf technologies, are essential for effective AI assessment in ballet education for young adults?; 2) How can we design and develop an end-to-end ML architecture that assesses artistic and technical performance?; 3) What feedback elements (combination of timing, communication mode, feedback nature, polarity, visualization) are most effective for AI- based dance assessment?; and 4) How does AI-assisted feedback enhance physical wellness, artistic performance, and the learning process in young athletes compared to traditional methods?

-         Christa M. Ernst

Researchers at Georgia Tech will work to develop new controllable materials for 3D printing, electronics made from plastics, and semiconductors that convert infrared light into electrical signals as part of the National Science Foundation’s (NSF) efforts to create advanced materials.

Altogether, the agency is investing $3 million in the three projects led by faculty members in the George W. Woodruff School of Mechanical Engineering (ME) and the School of Materials Science and Engineering (MSE). Georgia Tech is a contributing partner on a fourth project led by Notre Dame researchers to explore materials that can be switched from an insulator to a metal with an external trigger.

The new awards are part of NSF’s Designing Materials to Revolutionize and Engineer our Future (DMREF) program, which is intended to discover and create advanced materials twice as fast and at a fraction of the cost of traditional research methods.

Read more about the researchers' plans on the College of Engineering website.

Three Georgia Tech School of Earth and Atmospheric Sciences researchers — Professor and Associate Chair Annalisa Bracco, Professor Taka Ito, and Georgia Power Chair and Associate Professor Chris Reinhard — will join colleagues from Princeton, Texas A&M, and Yale University for an $8 million Department of Energy (DOE) grant that will build an “end-to-end framework” for studying the impact of carbon dioxide removal efforts for land, rivers, and seas. 

The proposal is one of 29 DOE Energy Earthshot Initiatives projects recently granted funding, and among several led by and involving Georgia Tech investigators across the Sciences and Engineering.

Overall, DOE is investing $264 million to develop solutions for the scientific challenges underlying the Energy Earthshot goals. The 29 projects also include establishing 11 Energy Earthshot Research Centers led by DOE National Laboratories.