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.
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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 that 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
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Christa M. Ernst | Research Communications Program Manager
Robotics | Data Engineering | Neuroengineering
christa.ernst@research.gatech.edu
A good battery needs two things: high energy density to power devices, and stability, so it can be safely and reliably recharged thousands of times. For the past three decades, lithium-ion batteries have reigned supreme — proving their performance in smartphones, laptops, and electric vehicles.
But battery researchers have begun to approach the limits of lithium-ion. As next-generation long-range vehicles and electric aircraft start to arrive on the market, the search for safer, cheaper, and more powerful battery systems that can outperform lithium-ion is ramping up.
A team of researchers from the Georgia Institute of Technology, led by Matthew McDowell, associate professor in the George W. Woodruff School of Mechanical Engineering and the School of Materials Science and Engineering, is using aluminum foil to create batteries with higher energy density and greater stability. The team’s new battery system, detailed in Nature Communications, could enable electric vehicles to run longer on a single charge and would be cheaper to manufacture — all while having a positive impact on the environment.
“We are always looking for batteries with higher energy density, which would enable electric vehicles to drive for longer distances on a charge,” McDowell said. “It’s interesting that we can use aluminum as a battery material, because it’s cost-effective, highly recyclable, and easy to work with.”
The idea of making batteries with aluminum isn’t new. Researchers investigated its potential in the 1970s, but it didn’t work well.
When used in a conventional lithium-ion battery, aluminum fractures and fails within a few charge-discharge cycles, due to expansion and contraction as lithium travels in and out of the material. Developers concluded that aluminum wasn’t a viable battery material, and the idea was largely abandoned.
Now, solid-state batteries have entered the picture. While lithium-ion batteries contain a flammable liquid that can lead to fires, solid-state batteries contain a solid material that's not flammable and, therefore, likely safer. Solid-state batteries also enable the integration of new high-performance active materials, as shown in this research.
The project began as a collaboration between the Georgia Tech team and Novelis, a leading manufacturer of aluminum and the world’s largest aluminum recycler, as part of the Novelis Innovation Hub at Georgia Tech. The research team knew that aluminum would have energy, cost, and manufacturing benefits when used as a material in the battery’s anode — the negatively charged side of the battery that stores lithium to create energy — but pure aluminum foils were failing rapidly when tested in batteries.
The team decided to take a different approach. Instead of using pure aluminum in the foils, they added small amounts of other materials to the aluminum to create foils with particular “microstructures,” or arrangements of different materials. They tested over 100 different materials to understand how they would behave in batteries.
“We needed to incorporate a material that would address aluminum’s fundamental issues as a battery anode,” said Yuhgene Liu, a Ph.D. student in McDowell’s lab and first author on the paper. “Our new aluminum foil anode demonstrated markedly improved performance and stability when implemented in solid-state batteries, as opposed to conventional lithium-ion batteries.”
The team observed that the aluminum anode could store more lithium than conventional anode materials, and therefore more energy. In the end, they had created high energy density batteries that could potentially outperform lithium-ion batteries.
“One of the benefits of our aluminum anode that we're excited about is that it enables performance improvements, but it also can be very cost-effective,” McDowell said. “On top of that, when using a foil directly as a battery component, we actually remove a lot of the manufacturing steps that would normally be required to produce a battery material.”
Short-range electric aircraft are in development by several companies, but the limiting factor is batteries. Today’s batteries do not hold enough energy to power aircraft to fly distances greater than 150 miles or so. New battery chemistries are needed, and the McDowell team’s aluminum anode batteries could open the door to more powerful battery technologies.
“The initial success of these aluminum foil anodes presents a new direction for discovering other potential battery materials,” Liu said. "This hopefully opens pathways for reimagining a more energy-optimized and cost-effective battery cell architecture.”
The team is currently working to scale up the size of the batteries to understand how size influences the aluminum’s behavior. The group is also actively exploring other materials and microstructures with the goal of creating very cheap foils for battery systems.
“This is a story about a material that was known about for a long time, but was largely abandoned early on in battery development,” McDowell said. “But with new knowledge, combined with a new technology — the solid-state battery — we've figured out how we can rejuvenate the idea and achieve really promising performance.”
Funding: Support is acknowledged from Novelis, Inc. M.T.M. acknowledges support from a Sloan Research Fellowship in Chemistry from the Alfred P. Sloan Foundation. This work was performed in part at the Georgia Tech Institute for Electronics and Nanotechnology, a member of the National Nanotechnology Coordinated Infrastructure (NNCI), which is supported by the National Science Foundation (ECCS-2025462).
Citation: Liu, Y., Wang, C., Yoon, S.G. et al. Aluminum foil negative electrodes with multiphase microstructure for all-solid-state Li-ion batteries. Nat Commun 14, 3975 (2023).
DOI: https://doi.org/10.1038/s41467-023-39685-x
Writer: Catherine Barzler
Photography: Rob Felt
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Catherine Barzler, Senior Research Writer/Editor
Institute Communications
Georgia Tech Battery Day opened with a full house on March 30, 2023, at the Global Learning Center in the heart of Midtown Atlanta. More than 230 energy researchers and industry participants convened to discuss and advance energy storage technologies via lightning talks, panel discussions, student poster sessions, and networking sessions throughout the day. Matt McDowell, associate professor in the Woodruff School of Mechanical Engineering and the School of Materials Science and Engineering as well as the initiative lead for energy storage at the Strategic Energy Institute and the Institute of Materials, started the day with an overview of the relevant research at Georgia Tech. His talk shed light on Georgia becoming the epicenter of the battery belt of the Southeast with recent key industry investments and the robust energy-storage research community present at Georgia Tech.
According to the Metro Atlanta Chamber of Commerce, since 2020, Georgia has had $21 billion invested or announced in EV-related projects with 26,700 jobs created. With investments in alternate energy technologies growing exponentially in the nation, McDowell revealed Georgia Tech is well-positioned to make an impact on the next generation energy storage technologies and extended an open invitation to industry members to partner with researchers. As one of the most research-intensive academic institutions in the nation, Georgia Tech has more than $1.3 billion in research and other sponsored funds and produces the highest number of engineering doctoral graduates in the nation.
“More than half of Georgia Tech's strategic initiatives are focused on improving the efficiency and sustainability of energy storage, supporting clean energy sources, and mitigating climate change," said Chaouki Abdallah, executive vice president for research at Georgia Tech. "As a leader in battery technologies research, we are bringing together engineers, scientists, and researchers in academia and industry to conduct innovative research to address humanity's most urgent and complex challenges, and to advance technology and improve the human condition."
Rich Simmons, director of research and studies at the Strategic Energy Institute moderated the first panel discussion that included industry panelists from Panasonic, Cox Automotive, Bluebird Corp., Delta Airlines and Hyundai Kia. The panelists analyzed the opportunities and challenges in the electric transportation sector and explained their current focus areas in energy storage. The panel affirmed that while EVs have been around for more than three decades, the industry is still in its infancy and there is a huge potential to advance technology in all areas of the EV sector.
The discussion also brought forth important factors like safety, lifecycle, and sustainability in driving innovations in the energy storage sector. The attendees also discussed supply chain issues, a hot topic in almost all sectors of the nation, and the need to develop a diversity of resources for more resilient systems. The industry panelists affirmed a strong interest in partnering on research and development projects as well as gaining access to university talent.
Gleb Yushin, professor in the School of Material Science and Engineering and co-founder of Sila Nanotechnologies Inc., presented his battery research and development success story at Georgia Tech. Sila is a Georgia Tech start-up founded in 2011 and has produced the world’s first commercially available high-silicon-content anode for lithium-ion batteries in 2021. Materials manufactured in its U.S. facilities will power electric vehicles starting with the Mercedes-Benz G-class series in 2023.
The program included lightning talks on cutting-edge research in battery materials, specifically solid-state electrolytes and plastic crystal embedded elastomer electrolytes (PCEEs) by Seung Woo Lee, associate professor in the George W. Woodruff School of Mechanical Engineering. Santiago Grijalva, professor in the School of Electrical and Computer Engineering, discussed the challenges and opportunities for the successful use of energy storage for the grid.
Tequila Harris, initiative lead for Energy and Manufacturing and professor in the George W. Woodruff School of Mechanical Engineering, spoke to energy materials and carbon-neutral applications. Presenting a case for roll-to-roll manufacturing of battery materials, Harris said that the need for quick, high yield manufacturing processes and alternative materials and structures were important considerations for the industry.
Materials, manufacturing, and market opportunities were the topic for the next panel moderated by McDowell and included panelists from Albemarle, Novelis, Solvay, Truist Securities, and Energy Impact Partners. Analyzing the current challenges, the panelists brought up hiring and workforce development, increasing capacity and building the ecosystem, decarbonizing existing processes, and understanding federal policies and regulations.
Lightning talks later in the afternoon by researchers at Georgia Tech touched on the latest developments in the cross-disciplinary research bridging mechanical engineering, chemical engineering, AI manufacturing, and material science in energy storage research. Topics included safe rechargeable batteries with water-based electrolytes (Nian Liu, assistant professor, School of Chemical & Biomolecular Engineering), AI-accelerated manufacturing (Aaron Stebner, associate professor, School of Materials Science and Engineering), battery recycling (Hailong Chen, associate professor, School of Materials Science and Engineering), and parametric life-cycle models for a solid-state battery circular economy (Ilan Stern, research scientist from GTRI).
Another industry panel on grid, infrastructure and communities moderated by Faisal Alamgir, professor in the School of Materials Science and Engineering included panelists from Southern Company, Stryten Energy, and the Metro Atlanta Chamber of Commerce. Improving the grid resiliency and storage capacity; proximity to the energy source; optimizing and implementing new technology in an equitable way; standardization of the evolving business models; economic development and resource building through skilled workforce; educating the consumer; and getting larger portions of the grid with renewable energy were top of mind with the panelists.
“Energy-storage-related R&D efforts at Georgia Tech are extensive and include next-gen battery chemistry development, battery characterization, recycling, and energy generation and distribution,” said McDowell. “There is a tremendous opportunity to leverage the broad expertise we bring to advance energy storage systems. Battery Day has been hugely successful in not only bringing this expertise to the forefront, but also in affirming the need for continued interaction with the companies engaged in this arena. Our mission is to serve as a centralized focal point for research interactions between companies in the battery/EV space and faculty members on campus.”
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Priya Devarajan || SEI Communications Manager
Marta Hatzell leads the Materials and Interfaces for Catalysis and Separations research initiative for the Institute for Materials at Georgia Tech. In this role, she works to bring together faculty who are working on materials-related issues aimed at decarbonizing industrial separations and catalysis, identifying the bottlenecks for new materials, and assessing their long-term impacts. Hatzell also leads the Industrial Decarbonization and Clean Catalysis initiative in the Strategic Energy Institute and is an associate professor in the Woodruff School of Mechanical Engineering.
In this brief Q&A, Hatzell discusses her research focus, how it relates to materials research, and the global 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?
My field of research focuses on electrochemical materials for separations and catalysis. As an undergraduate I became very interested in the energy transition. At that point in time, it was clear that there was a need to move to a more electrified power and transportation sector, but it was unclear how to address decarbonization in the industrial sector. That is when I became interested in electrochemistry, electrochemical materials, and electrochemical engineering, as these skill sets seemed crucial to the energy transition. I've been working in this area ever since! At Georgia Tech, my group is interested in decarbonizing hard-to-abate industries like chemical manufacturing, electrofuels, desalination, and industrial separations.
What questions or challenges sparked your current materials research?
With all the new technologies and processes being designed around electrochemistry, there are so many open questions about what materials can be used for separations and catalysis. Materials for modern-day industrial separations and catalysis have been largely optimized. However, as we move toward new electrified technologies, we can rethink how we design materials and systems.
Why is your initiative important to the development of Georgia Tech’s Materials research strategy?
Decarbonizing chemical manufacturing is incredibly important for the globe to meet Net Zero carbon emissions and mitigate issues related to climate change. And, at the heart of this transition is the discovery and design of new materials. We need materials that have high activity and selectivity, are durable, and are cost-effective in order to implement these new processes in the industrial sector.
What are the broader global and social benefits of the research you and your team conduct?
We work on a number of catalytic and separations-based processes. One in particular that has global and societal benefits is the synthesis of ammonia for synthetic fertilizers. Today, half of the world's population depends on synthetic fertilizers, and nearly 100% of these fertilizers are made using one catalytic process. Unfortunately, this current process emits a significant amount of CO2, and therefore we are looking at electrified catalytic processes which can decrease or eliminate this carbon footprint.
What are your plans for engaging a wider GT faculty pool with IMat research?
With so many talented researchers on campus, we are always looking for new ways to bring faculty together to engage in larger efforts. Thus, our primary plans focus on efforts that bring faculty together. We are currently in the process of planning workshops and seminars to bring together faculty who have interests in catalysis and reaction engineering.
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Laurie Haigh
Research Communications
Savannah River National Laboratory (SRNL) and Georgia Institute of Technology (Georgia Tech) recently selected Martha Grover, PhD, for a joint appointment.
Grover is a professor and the associate chair for graduate studies at Georgia Tech’s School of Chemical and Bimolecular Engineering. Her research interests include feedback control of colloidal crystallization for photonic materials; chemical evolution in the origins of life; modeling and control of pharmaceutical and nuclear waste crystallization; and process-structure-property relationships in polymer organic electronics.
SRNL intends to collaborate with Grover to utilize her expertise and experience to:
- Facilitate research and development activities pertaining to in-situ analysis of process streams for DOE tank waste treatment programs, including application of instruments and calibration techniques.
- Analyze SRNL data generated during testing of in-situ instruments in non-radioactive simulants of high-level waste.
- Expand and develop relationships within Georgia Tech to facilitate further collaboration
- Develop the next generation of outstanding engineering talent with interest to pursue research career opportunities in the national laboratory system
“Dr. Grover’s efforts contribute directly to SRNL’s strategic goal of providing applied science and engineering for the Department of Energy (DOE) Office of Environmental Management’s active cleanup sites and Office of Legacy Management’s post-closure management sites,” said SRNL Deputy Lab Director, Science and Technology, Sue Clark, PhD. “Dr. Grover will strengthen SRNL’s core competency of accelerating remediation, minimizing waste, and reducing risk by supporting process stream characterization associated with treatment of DOE tank waste.”
In addition to her primary research, Grover focuses on creating an even more inclusive community, exploring issues relevant to women, underrepresented minorities, and international students. She co-leads the GT-Equal (Graduate Training for Equality in Underrepresented Academic Leadership) Program and, in 2020, was named a National Science Foundation Organizational Change for Gender Equity in STEM Academic Professions (ADVANCE) Professor. Georgia Tech’s ADVANCE Program builds and sustains an inter-college network of professors who are world-class researchers and role models to support the community and advancement of women and minorities in academia. Georgia Tech’s School of Chemical and Biomolecular Engineering also was one of two institutions selected nationwide to be inaugural sites for the American Chemical Society’s Bridge Program, which aims to increase the number of underrepresented minority students who receive doctoral degrees in chemical sciences.
The Joint Appointment Program at SRNL provides university faculty opportunities to engage in the laboratory’s research and development that address the nation’s challenges in energy, science, national security, and environmental stewardship. Together, SRNL staff and joint appointees help ensure America’s security and prosperity through transformative science and technology solutions. Joint appointees serve as a bridge between their university, SRNL researchers and students.
Savannah River National Laboratory is a United States Department of Energy multi-program research and development center that’s managed and operated by Battelle Savannah River Alliance, LLC (BSRA). SRNL puts science to work to protect the nation by providing practical, cost-effective solutions to the nation’s environmental, nuclear security, nuclear materials management, and energy manufacturing challenges (https://srnl.doe.gov/).
In 2015, nearly 200 countries agreed: they would reduce their emissions of carbon dioxide and other greenhouse gases to limit warming of the earth’s atmosphere to well below 2 degrees Celsius.
The Paris Agreement actually aims for 1.5 degrees above pre-industrial levels to avoid potential catastrophic changes to our climate. But it’s become increasingly clear to climate scientists and policymakers that just reducing emissions is not enough.
“We now know that we probably should have stopped putting massive amounts of CO2 in the air 10, 20, 30 years ago to prevent the climate from getting above 2 degrees C,” said Chris Jones, a chemical engineer at Georgia Tech. “Now we've waited so long to reduce our emissions that we need to develop technologies that are referred to as negative emissions technologies that remove CO2 from the atmosphere.”
Jones was one of a handful of scientists who co-authored a landmark National Academies report in 2018 that outlined a variety of approaches to negative emissions. Agricultural practices and forest management are options — essentially using nature’s ability to grab carbon dioxide out of the air and lock it away in plants and soil. But Jones said we’ll need quicker and more direct approaches.
“We could plant billions of trees to do this, but there's not enough available land. And the trees don't grow fast enough for us to do this quickly enough to slow global warming at the rate required,” said Jones, John F. Brock III School Chair in the School of Chemical and Biomolecular Engineering (ChBE). “That's where direct air capture comes in: It's a chemical engineering way of designing a process that takes CO2 out of the air.”
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Joshua Stewart
College of Engineering
In the decade since Professor Gleb Yushin’s battery materials startup participated in Georgia Tech’s Advanced Technology Development Center, investments in the company have rolled in — along with the first customers.
Now the U.S. Department of Energy (DOE) is getting on board with Yushin’s Georgia Tech startup as part of federal efforts to reinvigorate tech manufacturing in the United States.
DOE awarded Sila Nanotechnologies $100 million this fall to support the company’s new factory in Moses Lake, Washington, and help Sila hire and train up to 300 workers for the facility. It was one of 21 projects funded in domestic battery materials processing and manufacturing.
“It’s our mission to help move America away from being energy dependent and become a leader in the energy transformation,” said Yushin, the company’s chief technology officer and a faculty member in the Georgia Tech School of Materials Science and Engineering. “With this funding, Sila will deliver proven, clean energy technology and world-scale manufacturing to revitalize the industry and gain independence.”
Birthed from Yushin’s research on lithium-ion batteries, Sila manufactures next-generation materials and a silicon anode technology that boosts battery energy density by 20%. The silicon anodes are a drop-in replacement for graphite anodes in lithium-ion batteries. The new facility is projected to produce enough capacity to power 200,000 electric vehicles by 2026. Sila has inked a deal with Mercedes-Benz to use the company’s technology, starting with G-Class vehicles.
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Joshua Stewart
College of Engineering
The Materials Characterization Facility (MCF) at Georgia Tech has installed a new inorganic m spectrometry facility. The facility includes two new inductively couple plasma mass spectrometry (ICP-MS) systems: a Thermo iCAP RQ quadrupole ICP-MS for streamlined and high-throughput determinations of elemental concentrations and a Thermo Neoma multicollector ICP-MS with collision cell technology for the precise determinations of isotope ratios within a given sample.
Each instrument can measure elemental variability in both dissolved aqueous samples as well as solids/minerals via laser ablation microsampling from a Teledyne Iridia laser ablation system. Together the system can measure isotopes at precision in elemental systems from Li and U.
Planned applications include: (1) high-resolution measurements of Ca, Sr, Ba, Mg, and B elemental and isotopic variability in seawater and marine and terrestrial carbonates for paleoclimate reconstructions, (2) (U-Th)/Pb dating and Hf isotope measurements to study the origin of critical mineral deposits, with a potential engineering application and the development of novel methods for increasing precision/accuracy and minimizing sample consumption during routine analyses of water quality and environmental contamination.
The MCF welcomes users interested in these and other potential applications of this new facility to their scientific and engineering research to contact David Tavakoli (atavakoli6@gatech.edu).
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David Tavakoli (atavakoli6@gatech.edu).
With holiday shopping deadlines looming, consumers cannot escape the impact of the global microelectronic chip shortage. From daily news reports about manufacturers unable to complete orders due to the lack of chips, to “out of stock” messages across websites on popular electronics items, one of the impacts of COVID was to lay bare the massive importance of the microelectronic chip in daily modern life, and how a single-location centered manufacturing nexus can upend the consumer market on a massive scale. The combination of these real-world impacts on supply chains, as well as the need to localize semiconductor and chip manufacturing gave Congress the impetus to pass the “Creating Helpful Incentives to Produce Semiconductors for America Act (CHIPS)”. CHIPS seeks to increase investments and incentives to support U.S. semiconductor manufacturing, research and development, and supply chain security.
The Georgia Institute of Technology was the first university to offer a comprehensive curriculum on microelectronics and microsystems design and packaging and, currently, numerous faculty at Georgia Tech are widely known for their work in semiconductor and microelectronics technologies. In December of 2021 Georgia Tech researchers will again showcase how their pushes the boundaries of microelectronics technologies at the IEEE International Electron Devices Meeting (IEDM).
The School of Electrical and Computer Engineering research teams of Assistant Professor Asif Khan, partnering with Dan Fielder Professor Muhannad Bakir, and Associate Professor Shimeng Yu, partnering with Professor Sung-Kyu Lim and Assistant Professor Shaolan Li, have dominated the 2021 IEDM presentation line-up with a total of 8 accepted papers. With topics ranging from ferroelectric materials for memory, new advances in ALD process, and in-memory computing and 3D reconfigurable architectures, the research presented by these teams is at the cutting-edge of advancing computing power and consumer electronics. In addition to the research presentations, Electrical and Computing Engineering Faculty & Director of the 3D Systems Packaging Research Center at GT will be presenting a short course session on devoted to “Heterogenous Integration Using Chiplets & Advanced Packaging”
Noting the timely nature of these research advancements, Arijit Raychowdhory; Professor and Steve W. Chaddick School Chair in Electrical and Computer Engineering noted, “IEDM is a premier conference in the area of semiconductor devices. Such a strong performance by GT ECE exemplifies the strength of our program, the ingenuity of our students and the innovation driven by our world-class faculty. Sincere congratulations to Professors Khan, Yu Bakir, Lim and Li for their pioneering research in semiconductor logic and memory technologies, that are critical for our nation and our industries.”
Asif Khan is an assistant professor in the School of Electrical and Computer Engineering at the Georgia Tech. He received his Ph.D. in electrical engineering and computer sciences from the University of California, Berkeley in 2015. His work led to the first experimental proof-of-concept demonstration of the negative capacitance effect in ferroelectric oxides. His group at Georgia Tech conceptualizes and fabricates electronic devices that leverage interesting physics and novel phenomena in emerging materials (such as ferroelectrics, antiferroelectrics and strongly correlated systems) to overcome the “fundamental” limits in computation and to address the most pressing challenges in electronics and the semiconductor industry.
Shimeng Yu is currently an associate professor in the School of Electrical and Computer Engineering at the Georgia Tech. He received the B.S. degree in microelectronics from Peking University in 2009, and the M.S. degree and Ph.D. degree in electrical engineering from Stanford University in 2011 and 2013, respectively. From 2013 to 2018, he was an assistant professor at Arizona State University. Prof. Yu’s research interests are the semiconductor devices and integrated circuits for energy-efficient computing systems. His research expertise is on the emerging non-volatile memories for applications such as deep learning accelerator, in-memory computing, 3D integration, and hardware security.
Muhannad S. Bakir is the Dan Fielder Professor in the School of Electrical and Computer Engineering at Georgia Tech. Dr. Bakir and his research group have received more than thirty paper and presentation awards including six from the IEEE Electronic Components and Technology Conference (ECTC), four from the IEEE International Interconnect Technology Conference (IITC), one from the IEEE Custom Integrated Circuits Conference (CICC), and two from the IEEE Transactions on Components Packaging and Manufacturing Technology (TCPMT). Muhannad S. Bakir received the B.E.E. degree from Auburn University, Auburn, AL, in 1999 and the M.S. and Ph.D. degrees in electrical and computer engineering from the Georgia Tech in 2000 and 2003, respectively. His research interests include, heterogeneous microsystem design and integration, including 2.5D and 3D ICs and packaging, electrical and photonic interconnects, and embedded cooling technologies.
Sung Kyu Lim received B.S. (1994), M.S. (1997), and Ph.D. (2000) degrees all from the Computer Science Department at UCLA. During 2000-2001, he was a post-doctoral scholar at UCLA, and a senior engineer at Aplus Design Technologies, Inc. Lim joined the School of Electrical and Computer Engineering at Georgia Institute of Technology an assistant professor. He is currently the director of the GTCAD (Georgia Tech Computer Aided Design) Laboratory and focuses on VLSI and 3D circuit architecture and packaging.
Shaolan Li received his B.Eng. degree with highest honor from the Hong Kong University of Science and Technology (HKUST) in 2012, and his Ph.D. from UT Austin in 2018, all in electrical engineering. Prior joining Georgia Tech as an assistant professor in 2019, he was a post-doctoral fellow in the Department of Electrical and Computer Engineering at UT Austin from 2018-2019. He also held intern positions in Broadcom Ltd. in Sunnyvale, California, and NXP in Tempe, Arizona during 2013-2014. His research interests are broadly in analog, mixed-signal, and RF integrated circuits. His expertise is in high-performance data converters, ultra-low-power low-cost sensor interface, and novel analog mixed-signal architectures for design automation.
The IEEE International Electron Devices Meeting (IEDM) is the world’s preeminent forum for reporting technological breakthroughs in the areas of semiconductor and electronic device technology, design, manufacturing, physics, and modeling. IEDM is the flagship conference for nanometer-scale CMOS transistor technology, advanced memory, displays, sensors, MEMS devices, novel quantum and nano-scale devices and phenomenology, optoelectronics, devices for power and energy harvesting, high-speed devices, as well as process technology and device modeling and simulation. Georgia Tech research teams have a strong track of record in IEDM publications in the recent years, including 8, 4, 9 and 7 papers presented in IEDM 2018, 2019, 2020 and 2021, respectively.
- Christa M. Ernst
News Contact
Christa M. Ernst - Interdisciplinary Research Communications Program Manager
Topics: Materials | Nanotechnology | Robotics
Georgia Institute of Technology| christa.ernst@research.gatech.edu
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