Mar. 12, 2026
Group of people at Georgia Tech/Sandia MOU signing

Photo by Alicia Bustillos from Sandia National Laboratories

Since 2020, Georgia Tech has partnered with Sandia National Laboratories, a federally funded research and development center focused on national security. In February, the two institutions renewed their collaboration with a new Memorandum of Understanding (MOU), reaffirming a relationship that has already strengthened research capabilities on both sides.

The partnership has driven progress in areas ranging from hypersonics to bioscience, while also deepening institutional ties beyond research. Joint faculty appointments — such as Anirban Mazumdar, who holds roles at both Sandia and the George W. Woodruff School of Mechanical Engineering — demonstrate how closely the organizations work together. The collaboration has also expanded student talent pipelines, providing more avenues for Georgia Tech students to pursue careers at the national lab.

“At its core, this partnership is about people,” said Tim Lieuwen, executive vice president for Research at Georgia Tech. “Sandia and Georgia Tech share a commitment to discovery and developing the talent, creativity, and collaboration our nation needs.”

The renewed MOU, he said, “strengthens connections between our researchers, opens new doors for our students, and builds meaningful career pathways into national service. When our communities work together to address national priorities, we not only accelerate technological advances — we expand opportunities for the people who will shape the future of our nation’s security.”

Under the new MOU, Sandia and Georgia Tech will focus on integrated research across key national security‑aligned areas, including secure artificial intelligence and computing, quantum technologies, critical minerals, advanced manufacturing, energy and grid resilience, and hypersonics. The partnership emphasizes connecting manufacturing, computation, and systems approaches directly to national security applications.

“Together, we have been solving new and unprecedented challenges in science and engineering, and now we have a great opportunity to develop this partnership,” said Dan Sinars, Sandia’s deputy chief research officer. “Our research benefits both national security and national prosperity, and keeps the country at the forefront of the world.”

With this strengthened connection, the partners aim to grow their shared research footprint through increased funding, publications, and faculty-led startups. Over the long term, Georgia Tech intends to become one of Sandia’s top hiring pipelines, ensuring that talent developed through joint research continues into national security careers.

History of the Partnership

The Institute’s collaboration with Sandia began in the mid‑2010s, when the labs selected Georgia Tech as one of its partner institutions. The first MOU, signed in 2015, formalized the relationship and outlined initial technical focus areas. 

In 2018, George White, executive director of strategic partnerships, and Olof Westerstahl,  senior director strategic initiatives in the Office of Corporate Engagement, helped expand the partnership. They launched “Sandia Day,” an event designed to introduce Georgia Tech faculty to Sandia researchers and spark new collaborations. By 2020, the organizations signed a second MOU that expanded the partnership’s technical focus areas to include energy and grid security, materials and nanotechnology, advanced electronics, advanced manufacturing, advanced computing, cyber and information security, bioscience, hypersonics, quantum information science, and engineering sciences.

The results have been substantial. Since 2018, Sandia has sponsored $35 million in research collaborations with Georgia Tech. Researchers from both institutions have co-authored 450 publications since 2016. Research activity continues to accelerate, with $1.6 million in new contracts in the past year alone. As of August 2025, Sandia employs 325 Georgia Tech alumni — a testament to the impact of the growing talent pipeline.

“We view our work with Sandia as the model for engagement with other national labs,” said White. “With the new MOU, we will continue to grow the Sandia partnership. I would like to see our footprint double in scope in the next five years.”

 

News Contact

Tess Malone, Senior Research Writer/Editor

tess.malone@gatech.edu

Mar. 10, 2026
Two adults wearing protective gowns and gloves stand beside a hospital crib, using a tablet device while examining an infant lying on the mattress as medical equipment and monitors surround the crib.

Georgia Tech’s flexible, sensor‑embedded fabric — designed to detect pressure injury risk and alert care teams when a patient needs repositioning — is now being tested on cribs in the Pediatric Intensive Care Unit at Children’s Healthcare of Atlanta’s Arthur M. Blank Hospital.

Hospital stays can be long and arduous; they can also cause serious complications. When a person lies in one position too long and begins to sweat, painful sores called pressure injuries (PIs) can form on the body, leading to infection or even death. A patient can develop a PI in a few days — or even a few hours. And once present, a PI is hard to treat. To address this issue, researchers at Georgia Tech have developed a new, flexible, sensor-filled fabric to monitor areas at risk of PIs and alert hospital staff when a patient needs to be turned.

Read more about Georgia Tech’s research on preventing pressure injuries »

Mar. 09, 2026
A tall industrial smokestack releasing a large plume of white smoke into a blue sky with scattered clouds.

Carbon dioxide continues to push global temperatures toward dangerous thresholds that affect everything from public health to economies. To mitigate these effects, researchers are looking into carbon removal methods such as direct air capture machines that can chemically bind with carbon or simple ecological strategies like adding trees to unwooded areas. These approaches could potentially supplement the decarbonization of transport, industry, and the energy system.

But as carbon removal grows, so does a core problem: The carbon removal industry is largely unregulated, particularly for more novel technologies without long-standing norms around reporting and verification. In today’s “voluntary carbon market,” a private company can claim it removed a certain amount of carbon, list that amount for sale, and allow another company to buy it to offset its emissions — with little independent oversight or transparency.

A new Nature NPJ Climate Action article argues that this system isn’t enough to meet global climate goals, and could even end up causing harm. In the paper, Chris Reinhard, Georgia Power Chair and associate professor in Georgia Tech’s School of Earth and Atmospheric Sciences, and Noah Planavsky of the Yale Center for Natural Carbon Capture call for a fundamental shift: Carbon removal should be quantifiable, economically viable, and pursued in ways that create benefits for local communities — and greater transparency in carbon removal practice is necessary.

“We argue that it’s important to understand and quantify carbon removal practices that can benefit local communities, like better crop yields, and that this understanding is really only possible if these practices are pursued transparently,” Reinhard said. “The data used to quantify carbon removal and how much it costs need to be transparent — the surest route toward learning what works and building public trust in carbon removal as a solution.”

Transparency Trouble

Reinhard and Planavsky bring a unique technical and policy perspective to the issue. As geochemists, they study how Earth’s chemical composition and geological processes control the carbon cycle. Reinhard also co-founded a carbon removal startup he has since divested from. That insider experience and academic background helped them see the disconnect between what’s technologically possible and what market logic culturally or commercially incentivizes.

Today’s carbon removal startups often guard their methods and data as proprietary intellectual property. Without regulatory requirements or pressure from corporate carbon buyers, these startups have little reason to disclose carbon accounting practices, cost structures, or actual long-term impacts. The researchers argue that policy guidance and advocacy are needed to shift the industry toward meaningful openness.

“Our expertise is most firmly grounded in the technical dimensions of these carbon removal processes,” Reinhard said, “but we saw an opportunity here to push for better policy and start this dialogue about what transparency really means, in part to foster more public debate about what carbon removal ought to be doing for society.”

Community Beyond Carbon

The authors also stress that carbon removal should deliver benefits beyond atmospheric cleanup that communities can see and advocate for. For example, liming, or adding limestone to soil, can remove carbon while also improving crop yields and reducing erosion. Coastal ecosystem restoration can sequester carbon while strengthening shorelines and supporting fisheries. Georgia Tech’s own direct air capture work builds community engagement into the process to ensure that carbon removal is equitable. 

Reinhard and Planavsky say the next best step for the carbon removal industry is to identify which removal pathways offer the clearest benefits, what they cost, and where transparency gaps are most damaging. This foundation will help create policies that make carbon removal reliable, verifiable, and community-centered. 

Without oversight, they argue, carbon removal risks remaining a niche, market-defined practice — when the climate challenge demands a trusted, scalable, and democratically governed solution.

CITATION: Reinhard, C.T., Planavsky, N.J. The importance of radical transparency for responsible carbon dioxide removal. npj Clim. Action 5, 7 (2026). https://doi.org/10.1038/s44168-025-00324-4

News Contact

Tess Malone, Senior Research Writer/Editor
tess.malone@gatech.edu

Mar. 06, 2026
Georgia Tech Energy Day 2026 Header Image with three boxes showing an image of a datacenter, an electric bulb with energy sources around it and a multi-colored critical mineral

Georgia Tech Energy Day returns this year on March 19 with an expanded focus and a new collaborative momentum. Cohosted by the Georgia Tech Institute for Matter and Systems (IMS) and the Strategic Energy Institute, (SEI) with plenary session support from the Energy Policy and Innovation Center, Energy Day 2026 convenes leaders from academia, industry, government, and students to address the challenges associated with meeting the rapidly growing electricity demand driven by artificial intelligence (AI) and high-performance computing. 

Set in the heart of Tech Square on the Georgia Tech campus, this year’s event explores how energy systems, materials, technologies, supply chains, and policy must evolve in response to AI’s accelerating impact. As digital infrastructure expands and computation intensifies, the need for reliable, resilient, and sustainable power has never been more urgent. 

“Energy Day reflects Georgia Tech’s strength in connecting world-class research in materials and components with the infrastructure and partnerships needed to translate discovery into scalable energy technologies that serve industry, society, and the future economy,” said Eric Vogel, executive director of the IMS and the Hightower Professor in Materials Science and Engineering. 

Energy Day 2026 also marks an important milestone with the introduction of its first group of corporate sponsors: GE VernovaSouthern CompanyGeorgia PowerExxonMobilSouthwire Spark, Gems Setra, and Tektronix. Their support reflects a shared commitment to advancing energy solutions. 

“Tektronix is excited to be part of Energy Day because advancing the future of energy starts with precise measurement and trusted insights,” said Christopher Bohn, president of Tektronix. “From power electronics and high voltage systems to grid scale renewables and AI driven control technologies, the breakthroughs discussed here directly align with the innovations we support through our products and solutions. Collaborating with Georgia Tech allows us to engage early with emerging research and the next generation of engineers—critical collaborators in building a cleaner, smarter, and more resilient energy ecosystem.”

The keynote address will be delivered by Vanessa Z. Chan, a nationally recognized leader at the intersection of innovation, commercialization, and emerging technologies. Chan will provide insights on accelerating technological discovery, emphasizing how AI is transforming energy and materials design. She will discuss how commercialization strategies must rapidly evolve across multidisciplinary energy domains from grid modernization to advanced batteries and clean manufacturing.

Building on the themes introduced in the keynote, the program transitions into a fireside chat with Georgia Tech EVPR Tim Lieuwen featuring Amit Kulkarni and Jim Walsh. Kulkarni is vice president of Product Management and Strategy for the Gas Power business within GE Vernova, where he oversees the world’s largest portfolio of power generation equipment. Walsh, vice president of GE Vernova’s Consulting Services, leads teams providing innovative solutions across the full spectrum of power generation, delivery, and utilization.

Next comes a policy-focused panel that will explore the surge in power demand driven by AI, how the United States is addressing today’s most urgent energy challenges, and the long-term implications of today’s decisions for a sustainable energy future. Bringing together leading voices in U.S. environmental and energy policy, the panel features Joe Aldy of Harvard University and former special assistant to the president for Energy and Environment; Al McGartland of New York University’s Institute for Policy Integrity and former Environmental Protection Agency lead economist and director of the National Center for Environmental Economics; and Kevin Rennert, fellow and director of the Comprehensive Climate Strategies Program at Resources for the Future and former staff member on the U.S. Senate Committee on Energy and Natural Resources.

The second panel focuses on critical materials — the foundation of advanced energy systems and digital technologies. As AI, data centers, and advanced energy technologies drive demand for critical materials, securing them now requires integration and coordination across the entire value chain. Panelists include Rachel Galloway, British consul general in Atlanta; Vijay Murugesan, head of Materials Intelligence and Digital Innovation at Amazon; Colin Spellmeyer, executive strategic sourcing leader at GE Vernova;  Charles Sims, Tennessee Valley Authority Distinguished Professor of Energy and Environmental Policy at the University of Tennessee; and Nortey Yeboah, principal engineer at Southern Company. Together, they will offer perspectives on the policy and economic frameworks shaping the energy supply chain, from developing raw resources to manufacturing the technologies essential to future energy systems.

In the afternoon, participants can dive deeper into specialized topics through three focused technical tracks. 

  • Meeting the Demand for Power” will examine how emerging technologies, advanced nuclear systems, and renewable integration can work together to deliver reliable, resilient electricity.
  • Data Center Infrastructure and Resources” will explore innovations in thermal management technologies, energy-efficient computing, and the broader resource impacts of expanding digital infrastructure.
  • Grid Technologies and Markets” will highlight strategies for strengthening grid capacity, incorporating demand-side management, and optimizing carbon performance as energy systems evolve.

“Meeting the rapidly rising electricity demand driven by AI requires bold ideas, coordinated action, and research that moves at the speed of innovation,” said Yuanzhi Tang, executive director of the SEI. “Energy Day 2026 brings together the people and expertise needed to shape resilient, sustainable energy systems for the future. At Georgia Tech, we see this event as a catalyst for new partnerships, new solutions, and a shared commitment to strengthening the nation’s energy foundation.”

Energy Day 2026 is designed for researchers advancing emerging energy technologies, policymakers navigating shifting regulatory and geopolitical landscapes, industry professionals seeking insight into emerging tools and supply chains, and students preparing to enter one of the most consequential sectors of the decade. It also welcomes anyone interested in AI, sustainability, electrification, and critical materials. 

Join us to explore the future of energy. To learn more and register, visit: Energy Day 2026.

News Contact

Priya Devarajan | Communications Program Manager

Mar. 10, 2026
Tall pine trees in a sunlit forest with dense green grasses and undergrowth covering the forest floor.

Georgia Tech is pleased to partner with the Georgia Forestry Commission on the approved $8.9 million Georgia Forestry Innovation Initiative included in Gov. Brian Kemp’s amended FY 2026 budget.

Georgia’s forest industry has long been a pillar of the state’s rural economy. But in recent years, mill closures and shifting markets have put pressure on landowners, workers, and entire communities, particularly in south Georgia. A recently approved $8.9 million Georgia Forestry Innovation Initiative will help chart a new path forward, creating more value from Georgia’s abundant forest resources and expanding opportunities for the people and regions depending on them. 

Georgia Tech is pleased to partner with the Georgia Forestry Commission on the approved $8.9 million Georgia Forestry Innovation Initiative included in Gov. Brian Kemp’s amended FY 2026 budget. This effort aims to transform low-value wood and mill byproducts into high-value materials, strengthening Georgia’s forest-based economy and supporting new commercial opportunities across the state. The initiative will establish pilot facilities and accelerate technology to business transfer in partnership with industry, with the long-term goal of enabling multiple manufacturing sites across Georgia.  

“We appreciate the state’s investment in helping move these innovations from the lab to Georgia businesses,” said Carson Meredith, executive director of Tech’s Renewable Bioproducts Institute (RBI). “We also acknowledge the critical support of industry collaborators and partners like the Georgia Forestry Association and Georgia Forestry Foundation.” 

The work builds on collaborative interdisciplinary research at Georgia Tech involving School of Chemical and Biomolecular Engineering Professors Andreas Bommarius, Chris Luettgen and Meredith; School of Chemistry and Biochemistry Professor Stefan France and Professor of the Practice A.J. “Bo” Arduengo; and H. Milton Stewart School of Industrial Systems and Engineering Professor Valerie Thomas. Gary Black, RBI program manager, has also contributed to this effort. It is led by RBI’s Center for a Renewables-Based Economy from Wood (ReWOOD.) The effort reflects years of cross-disciplinary collaboration among faculty and staff committed to advancing sustainable, wood-based technologies. 

News Contact

Media Contact: 
Jennifer Martin
jennifer.martin@research.gatech.edu

Mar. 06, 2026
A person wearing a blue lab coat stands with arms crossed in a laboratory filled with shelves of scientific equipment, supplies, and a refrigerator unit in the background.

Nick Housley’s latest advancement is a drug‑delivery system called SANGs, short for “self‑assembling nanohydrogels.” As these nanohydrogels move through the body, they keep the cancer‑fighting drug contained, passing through healthy tissue without releasing medicine. When they encounter the unique conditions created by a tumor, they remain in that environment and release the drug precisely where it’s needed.

Georgia Tech researcher Nick Housley is developing a drug‑delivery system designed to send cancer treatments directly to tumors while minimizing damage to healthy tissue. His team’s approach uses self‑assembling nanohydrogels (SANGs) that circulate through the body, remain inactive in healthy environments, and release their drug payload only when they encounter the unique chemical conditions created by tumors. This “cancer‑agnostic” strategy avoids the pitfalls of traditional targeted therapies, which can lose effectiveness as tumors evolve, and aims to reduce the harsh side effects patients often endure. Early preclinical results show that the nanohydrogels successfully concentrated drugs at tumor sites, and Housley’s team is now preparing for broader testing to move the technology toward clinical trials.

Read more »

Mar. 04, 2026
Alison Sizer in a blazer standing in a modern workspace with wooden tables, open shelving, and natural light.
The image shows Alison Sizer standing in a modern, well‑lit workspace with open shelving, plants, and a large “Let’s...” wall sign visible in the background. She's wearing a light gray blazer over a teal top and is posed with one arm resting on a wooden table. The setting includes contemporary furniture, natural light from large windows, and a neutral, inviting color palette that conveys a professional yet relaxed environment.

Alison Sizer started as someone who loved innovation and problem-solving. For 14 years, she worked at Apple and Nike, where she learned how to blend innovation with customer insight: how to spot patterns, translate problems into opportunities, and turn ideas into strategies for growth. 

Applying what she’d learned along the way, Sizer started Growth Impact to support startups and stakeholders in the innovation ecosystem. As a part of her business, she created partnerships and networks between the U.S. and South Africa, bridging the gap between startups and corporations to encourage co-creation and pilot projects. During this time, she saw how much early‑stage founders needed clear frameworks, honest guidance, and hands‑on support. 

“I started Growth Impact to support startups and stakeholders such as venture studios, investors, and accelerators. I support early-stage startups in finding product-market fit, customer understanding, go-to-market strategy, and business model development,” she said. “I also help startups with fundraising readiness and enterprise readiness. I support stakeholders by helping to assess viability, and de-risk new ventures, as well as connecting startups to enterprises.” 

Eventually, her work brought her in contact with Georgia Tech. She was working with a South African innovation lab to enable pilot projects between startups and enterprises with the goal of facilitating the co-creation of digital solutions, which led her to Rahul Saxena, director of CREATE-X

Sizer said she reached out to see if any potential CREATE-X startups or enterprises would want to connect to the companies she was working with in South Africa.

“Over the last few years, there's been quite a lot of interest in Georgia Tech and Atlanta in terms of a tech and innovation hub in the U.S., and there's a lot of investment happening too, in both the city of Atlanta and in Georgia Tech, in entrepreneurship and innovation and technology,” she said. “I think it's an interesting market.”

Once connected, she kept meeting Georgia Tech founders, many from CREATE‑X.

Quietly, she began helping where she could, making introductions for CREATE-X founders outside of Atlanta. For Augment Health, she made investor and potential partner introductions. For the founder of Strapt, she made introductions to investors, shared market insight, and highlighted the company in her own newsletter, which has an audience of innovation ecosystem stakeholders, including more investors. And for ZenVR, she made a connection to WeFunder for funding, which resulted in $250,000 raised.  

Collaborating with CREATE-X on a webinar, Sizer also taught Startup Launch alumni about customer understanding and segmentation, value proposition, and other topics for health and wellness founders. Beyond connecting, Sizer shaped mindsets. 

In her business, one founder she worked with was building non‑toxic performance apparel for women — a product selling through Amazon, REI, and even the U.S. military. The founder had ambition but struggled to balance DTC (direct to consumer) sales, retail, and B2B opportunities. Sizer helped her analyze her data, identify her real early adopters, and rebuild her value proposition and messaging. With a clearer customer understanding and stronger brand direction, the founder revamped her website and refined her pitch.

“I love that thrill of them being excited about implementing some of the ideas and things we talk about, seeing the growth in their business, and the positive change in their business. That really excites me,” she said.

Atlanta is an enterprise-heavy city with Fortune 500 companies, SaaS (Software as a Service) companies, and a growing biotech sector. The startup ecosystem is growing in Atlanta, and with that comes advantages. 

“I have noticed that there's a lot of strong support for Atlanta and Georgia entrepreneurs from other Atlanta and Georgia entrepreneurs,” she said. “They all support each other.”

Over the years, Sizer has advised or mentored over 100 startups and built investor connections.  

“My business is Growth Impact, because growth and impact are part of my core values. I'm glad to give back and support early entrepreneurs, sharing knowledge, tools, and resources,” she said.

As a founder, Sizer went through her own learning curve. When she first launched her company, she assumed her target customers would be venture capital firms and spent months talking to pre‑seed and seed investors, only to discover that VCs either didn’t fund the kind of operational support she offered or they expected founders to pay for it themselves. Meanwhile, the founders she spoke with said they needed her help but didn’t have the budget. She said it was a classic chicken‑and‑egg problem.

“I said, OK, this is not my target customer. The target customer is the startup,” she said. “That's where the pivot point was for me.”
That shift reshaped her entire business and reinforced the same advice she now gives students: Talk to customers, listen deeply, and don’t be afraid to adjust when the data points you in a new direction.

She officially joined the CREATE‑X mentor community last year to help more founders, guiding them in finding product-market fit, and understanding who needs this solution and why.

One thing Sizer emphasized, however, is the need for founders to continue to take initiative and be resilient in the face of challenges.
“A mentor can guide you or ask the right questions, but the founder has to find the path,” she said.

Ready to build something real?

Meet mentors like Alison Sizer in Startup Launch, where you can develop a startup to solve real-world problems and build entrepreneurial skills. Apply to Startup Launch today; applications close Tuesday, March 17.
Interested in mentoring?

Want to mentor and support the next generation of Georgia Tech founders?

Fill out our engagement form to join CREATE‑X’s mentor network. 

News Contact

Breanna Durham

Marketing Strategist

Mar. 04, 2026
A cleanroom technician in protective gear works at a computer workstation in a semiconductor lab, with a blue signal light in the foreground and lab equipment behind them.

Gary Spinner working on a tool in the 20,000-sq.-ft. Marcus Nanotechnology Building cleanroom.

Gary Spinner’s unexpected path into higher education and microfabrication began after he shifted from working as a teenage cook to studying electronics, eventually launching a semiconductor career with IBM and Intel before joining Georgia Tech in 1994. Over three decades, he advanced from cleanroom technician to director of operations for the Institute for Matter and Systems, helping expand the cleanroom footprint, modernize tools and infrastructure, and transform student roles into hands-on engineering opportunities. His mentorship shaped the careers of many former students, several of whom now work alongside him, and his leadership led to the development of SUMS, the software platform that streamlines cleanroom access and tool management across campus. Spinner continues to drive growth in facilities and capabilities, positioning Georgia Tech at the center of a thriving semiconductor ecosystem.

Read more »

Mar. 04, 2026
Headshots of Susan Thomas and J. Brandon DIxon

The Georgia Institute of Technology has been awarded up to $21.8 million from the Advanced Research Projects Agency for Health (ARPA-H) to deliver a first-of-its-kind therapy to patients with lymphatic disease.

For many of these patients, care has long meant pain and disfigurement alongside other severe side effects, rather than receiving treatment that addresses the disease itself. This new ARPA-H award marks a potential turning point.

Lead researcher Susan Napier Thomas, Woodruff Professor in the George W. Woodruff School of Mechanical Engineering and the Parker H. Petit Institute of Bioengineering and Bioscience (IBB), has collaborated with her colleague J. Brandon Dixon, Woodruff Professor in the Woodruff School and IBB, for more than a decade on this project. The research partners are driven by the lack of meaningful treatment options available to patients.

“Funding support at this level is unprecedented,” Thomas said. “It finally gives us a chance to move beyond symptom management and toward real treatment. We’re addressing an underserved population with a huge unmet need.” 

A Gap in Care

The lymphatic system helps keep fluid moving through the body and plays a key role in immune health. When it does not function properly, fluid can build up in tissues, causing chronic pain and other long-term complications. Thomas noted that despite its toll on patients, lymphatic disease has lagged decades behind cardiovascular care in both treatment and research investment. 

“We are excited about this groundbreaking project in lymphatic engineering,” said Andrés García, IBB executive director. “By uniting interdisciplinary expertise, this work addresses long-standing challenges in lymphatic disease and moves meaningful solutions closer to the patients who need them most.”

What Comes Next

In the coming years, Thomas, Dixon, and their research partners will work toward an initial human trial, with an early focus on rare lymphatic conditions in children, as well as chronic disease in adults.

“This award reflects Georgia Tech’s growing leadership in using engineering to solve some of healthcare’s biggest challenges,” said Carolyn Seepersad, Eugene C. Gwaltney Jr. School Chair and professor in the Woodruff School. “It reinforces the Institute’s role in advancing innovations that improve patient care and strengthen Georgia’s position as a hub for health technology and biomedical innovation.”

The award was made through ARPA-H’s Groundbreaking Lymphatic Interventions and Drug Exploration (GLIDE) program led by Dr. Kimberley Steele.


This research was funded, in part, by the Advanced Research Projects Agency for Health (ARPA-H) under Agreement No. 1AY2AX000137-01. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the U.S. government.

 

 

 

News Contact

Michelle Azriel                   Writer, Editor Research Communications

Feb. 27, 2026
DOE Office of Science ASCR Reports
ASCR Workshop on Inverse Methods for Complex Systems under Uncertainty
ASCR Workshop on Energy-Efficient Computing for Science

Georgia Tech researchers applied their expertise to a national research program that will shape the future of computing. Their work may yield more energy-efficient computers and better predictions for environmental challenges like carbon storage, tsunamis, wildfires, and sustainable energy. 

The Department of Energy Office of Science recently released two reports through its Advanced Scientific Computing Research (ASCR) program. The reports were produced by workshops that brought together researchers from universities, national labs, government, and industry to set priorities for scientific computing.

Professor Felix Herrmann served on the organizing committee for the Workshop on Inverse Methods for Complex Systems under Uncertainty. Assistant Professor Peng Chen joined Herrmann as a workshop participant, contributing expertise in data science and machine learning.

Inverse methods work backward from outcomes to find their causes. Scientists use these tools to study complex systems, like designing new materials with targeted properties and using past wildfires to map vulnerable areas and behavior of future fires.

The ASCR report highlighted Herrmann’s work on seismic exploration and monitoring through digital twins. Founded on inverse methods, digital twins upgrade from static models to virtual systems that accurately mirror their physical counterparts. 

Digital twins integrate real-time data sources, including fluid flows, monitoring and control systems, risk assessments, and human decisions. These models also account for uncertainty and address data gaps or limitations. 

The DOE organized the workshop to support the growing role of inverse modeling. The group identified four priority research directions (PRDs) to guide future work. The PRDs are:

  • PRD 1: Discovering, exploiting, and preserving structure
  • PRD 2: Identifying and overcoming model limitations
  • PRD 3: Integrating disparate multimodal and/or dynamic data
  • PRD 4: Solving goal-oriented inverse problems for downstream tasks

“A digital twin is a system you can control, like to optimize operations or to minimize risk,” said Herrmann, who holds joint appointments in the Schools of Earth and Atmospheric Sciences, Electrical and Computer Engineering, and Computational Science and Engineering.

“Digital twins give you a principled way to consider uncertainties, which there are a lot in subsurface monitoring. If you inject carbon dioxide too fast, you will will increase the pressure and may fracture the rock. If you inject too slow, then the process may become too costly. Digital twins help us make balanced decisions under uncertainty.”

Supercomputers, algorithms, and artificial intelligence now power modern science. However, these tools consume enormous amounts of energy. This raises concerns about how to sustain computing and scientific research as we know them in the decades ahead.

Professors Rich Vuduc and Hyesoon Kim co-authored the report from the Workshop on Energy-Efficient Computing for Science. At the three-day ASCR workshop, participants identified five key research directions:

  • PRD 1: Co-design energy-efficient hardware devices and architectures for important workloads
  • PRD 2: Define the algorithmic foundations of energy-efficient scientific computing
  • PRD 3: Reconceptualize software ecosystems for energy efficiency
  • PRD 4: Enable energy-efficient data management for data centers, instruments, and users
  • PRD 5: Develop integrated, scalable energy measurement and modeling capabilities for next-generation computing systems

“I’m cautiously optimistic about the future of energy-efficient computing. The ASCR report says, from a technological point of view, there are things we can do,” said Vuduc.

“The report lays out paths for how we might design better apps, hardware systems, and algorithms that will use less energy. This is recognition that we should think about how architectures and software work together to drive down energy usage for systems.”

News Contact

Bryant Wine, Communications Officer
bryant.wine@cc.gatech.edu

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