Researchers Discover Spontaneous Chirality in Conjugated Polymers

Tiny helices emerge during a phase separation process, offering clues about how life's building blocks may have first developed a preference for one 'handed' form over another. (Credit: Jong-Hoon Lee, Ziming Wang, Ying Diao)

Certain materials can spontaneously form spiral-shaped structures, even when they start out without any 'handedness.' These tiny helices emerge during a phase separation process, offering clues about how life's building blocks may have first developed a preference for one 'handed' form over another. (Credit: Jong-Hoon Lee, Ziming Wang, Ying Diao)

This story by Kristina Shidlauski is shared with the University of Illinois Urbana-Champaign newsroom. John R. Reynolds is a professor in the School of Chemistry and Biochemistry and School of Materials Science and Engineering at Georgia Tech. He served as founder of the Georgia Tech Polymer Network (GTPN) and is a member of the Center for Organic Photonics and Electronics (COPE).

Chirality, a property where structures have a distinct left- or right- “handedness,” allows natural semiconductors to move charge and convert energy with high efficiency by controlling electron spin and the angular momentum of light. A new study has revealed that many conjugated polymers, long considered structurally neutral, can spontaneously twist into chiral shapes. This surprising behavior, overlooked for decades, could pave the way for development of a new class of energy-efficient electronics inspired by nature.

The research, a collaborative project that included researchers from the University of Illinois Urbana-Champaign, Georgia Institute of Technology, University of North Carolina, and Purdue University was recently published in the Journal of the American Chemical Society.

“Many molecules essential to life are chiral,” said Ying Diao, professor of chemical and biomolecular engineering at Illinois, who led the project. “The question that has remained a really a big fascination across the field is how chiral symmetry breaking happens in the first place: that is how life selects one handedness over the other. Our work mainly focuses on the origin of chirality: why chirality spontaneously emerges in absence of any chiral sources.” 

To answer this question, the team tested 34 different conjugated polymers. Each polymer was dissolved in a solvent, then the researchers gradually increased the polymer concentration to observe whether liquid–liquid phase separation (LLPS) occurred. When LLPS was detected, they used circular dichroism spectroscopy to analyze the samples, revealing a strong correlation between phase separation and the emergence of chirality. The researchers refer to this phenomenon as spontaneous chiral symmetry breaking.

They found that approximately two-thirds of the polymers spontaneously formed chiral structures when their concentration in the solution increased.

“That took our community by surprise, because conjugated polymers have been studied for half a century,” Diao said. “These new chiral helical states of matter have basically been hiding in plain sight.”

To understand why some of the polymers developed chirality while others did not, Illinois chemistry professor and senior co-author Nicholas E. Jackson applied machine learning to analyze molecular features across the polymer library. The analysis, later backed up by additional testing, revealed that polymers with longer molecular chains were more likely to form chiral assemblies. Unexpectedly, the researchers also found that the presence of oxygen atoms in the side chains was a strong predictor of chiral behavior.

“Machine learning uncovered hidden patterns across dozens of conjugated polymers, relating subtle chemical details to chiral phase formation,” Jackson said. “Such insights would have been very difficult to derive by human intuition alone.”

Diao noted that the discovery not only deepens our fundamental understanding of chiral emergence but also holds significant technological promise. In nature, chiral systems – such as those involved in photosynthesis – enable highly efficient electron transport. Looking ahead, Diao said that mimicking this behavior could lead to major performance gains in electronic devices and innovation of new device types.

“We are thinking about using chirality to control conductivity – for example, in transparent conductors for phones or in solar cells that could be more stable and efficient,” she said. “In our computers, electrons bounce around and heat is a big problem. But if we make chiral versions, we think charge transfer could be extremely efficient, just like in nature.”

“What’s nice about this is, this is not the end of the story,” said Georgia Institute of Technology chemistry professor John Reynolds, a senior co-author on the study. “This work provides guidance to polymer scientists in the field for studying the many, many conjugated polymers that have been synthesized over the years, and for designing new polymers with enhanced properties.”

 

This study was supported by the U.S. Office of Naval Research, the Air Force Office of Scientific Research, the Molecule Maker Lab Institute, and the National Science Foundation. Polymers for the study were provided by Reynolds, University of North Carolina chemistry professor Wei You, University of Illinois chemistry professor Jeff Moore, and Purdue University chemistry professor Jianguo Mei.

In addition to her appointment in Chemical & Biomolecular Engineering, Diao is a full-time faculty member at the Beckman Institute for Advanced Science and Technology, holds a faculty appointment with Chemistry in the College of Liberal Arts & Sciences, and is affiliated with Materials Science & Engineering in The Grainger College of Engineering. In addition to his appointment in Chemistry, Jackson is a group leader at the Beckman Institute and affiliate faculty member in the departments of Chemical & Biomolecular Engineering and Materials Science & Engineering.

The paper, "Ubiquitous Chiral Symmetry Breaking of Conjugated Polymers via Liquid Liquid Phase Separation," is available online at https://pubs.acs.org/doi/abs/10.1021/jacs.5c07995

 
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Jess Hunt-Ralston
Director of Communications
College of Sciences at Georgia Tech

To reach Ying Diao: yingdiao@illinois.edu

Cancer Atlas Offers a Roadmap to Detecting Tumors Earlier Than Ever

Illustration of cancer cells along a road with location markers next to each cell to represent the cancer "atlas" Gabe Kwong and his collaborators are building.

(Illustration: Sarah Collins)

When a Georgia Tech-led project received a contract award from the Advanced Research Projects Agency for Health (ARPA-H), it was for a bold idea with aggressive metrics. And it wasn’t guaranteed money. The team, led by biomedical engineer Gabe Kwong, had to deliver on its vision. Doing so could transform cancer screening and care, leading to one-size-fits-all tests that detect multiple cancers before they’re visible on CT or PET scans.

It’s a big goal, but that’s the point of ARPA-H. The agency funds staggeringly difficult healthcare innovation ideas that require major investment to succeed.

Two years into the $49.5 million project, Kwong and the team from Georgia Tech, Columbia University, and Mount Sinai Health System has crossed a critical threshold.

They’ve built the first tool able to measure enzyme activity around cancer tumors and healthy cells. And they’ve deployed it to understand the unique signatures for tumors from 14 different kinds of cancer.

That data is powering the first version of a cancer “atlas.” Like a geographical atlas, it will offer directions to each kind of tumor, allowing scientists to design sensors that follow the map and detect cancer tumors when they’re still small.

“If I want to deliver a sensor to a particular region inside the body, right now, there's no way of directing it. We give it systemically, and it basically infuses all tissues all the time,” said Kwong, Robert A. Milton Professor in the Wallace H. Coulter Department of Biomedical Engineering. “What's powerful is that we’re now defining tissue sites with a specific molecular ‘barcode.’ Then if a sensor is given systemically, it should only turn on when the barcode matches the local tissue.”

Read more about the project on the College of Engineering website.

 
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Joshua Stewart
College of Engineering

Low Frequency Radio Lab Trio Go to Alaska for Atmospheric Research

HAARP in Alaska

Home to some of the best geophysical research facilities in the country, Alaska is a premier destination for scientific exploration. It’s become a popular destination for Georgia Tech students and researchers, especially those in Professor Morris Cohen’s Low Frequency Radio Lab.

School of Electrical and Computer Engineering (ECE) Ph.D. students Gus Richter, Malhar Tamhane, and Felipe Sandoval are the latest to make the trip to the “Last Frontier” as they work to push the boundaries of atmospheric research. The trio participated in the 2025 Polar Aeronomy and Radio Science (PARS) summer school program held in August at the University of Alaska Fairbanks and the High-frequency Active Auroral Research Program (HAARP).

Read the full story on the School of Electrical and Computer Engineering's website.

 
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Zachary Winiecki

Mapping Evolution: James Stroud Named 2025 Packard Fellow

Although the sensors weigh just three-hundredths of a gram each — the same as a single grain of rice — when combined with innovations in mapping technology, they will help Stroud observe the lizards as active participants in their species’ evolution.

Although the sensors weigh just three-hundredths of a gram each — the same as a single grain of rice — when combined with innovations in mapping technology, they will help Stroud observe the lizards as active participants in their species’ evolution.

James Stroud has been named a 2025 Packard Fellow for his pioneering research in evolutionary biology. Stroud, Elizabeth Smithgall-Watts Early Career Assistant Professor in the School of Biological Sciences, will receive $875,000 over five years to fund his work on “Lizard Island” in South Florida. His goal? To create evolution’s first high-definition map — with the help of 1,000 backpack-wearing lizards.

Awarded annually to just 20 individuals by the David and Lucile Packard Foundation, Packard Fellowships for Science and Engineering support researchers pursuing cutting-edge research and ambitious goals. “These visionary Packard Fellows are pushing the boundaries of knowledge, and their bold ideas will become tomorrow’s real-world solutions,” says Nancy Lindborg, president and CEO of the Packard Foundation in a recent press release.

The flexible funding allows researchers to maximize their creativity and ingenuity. Stroud will spend the next five years transforming Lizard Island into the world’s premier evolutionary observatory, merging groundbreaking technology with long-term field research.

On Lizard Island, that means equipping every lizard with an ultra-lightweight sensor “backpack.” Although the sensors weigh just six-hundredths of a gram each — the same as two grains of rice — when combined with innovations in mapping technology, they will help Stroud investigate the role that behavior plays in driving evolution in the wild.

“I’m incredibly honored to be named a 2025 Packard Fellow,” says Stroud. “This support allows me to pursue a question that has fascinated evolutionary biologists for centuries: how does behavior shape evolution? It’s a transformative opportunity, and I’m deeply grateful to the Packard Foundation for believing in the potential of this work.”

Tiny sensors, big questions

Begun in 2015, Stroud’s work on Lizard Island is one of the longest-running evolutionary studies of its kind: for the last 10 years, he has carefully caught and released every lizard on the island, measuring evolution through documenting their body characteristics, habitat use, and survival.

Through his studies, he has captured evolution in action, but monitoring and measuring behavior in evolutionary studies has historically been an extremely difficult and elusive task. The problem? While smaller animals tend to have higher population densities and reproduce more quickly (making them ideal candidates for evolutionary field studies), it has been difficult to find durable and long-lasting sensors small enough for these animals to carry.

“This has been a missing link because behavior is a critical component of evolution,” Stroud says. “Behavior can both expose individuals to — or shield them from — natural selection. For example, an animal with a less favorable trait, like bad eyesight, could change its behavior to avoid situations where it is disadvantaged. 

“These decisions can ultimately determine whether they survive and reproduce in the wild, directly influencing the outcome of natural selection. However, until now, we just haven’t had the technology to measure these types of extremely intricate behaviors across many individuals before.”

Mapping the future

Stroud won’t just know exactly where each lizard is — he’ll also create a detailed three-dimensional map of the entire island using remote sensing technology called LiDAR, updating it each year. “By shooting millions of laser beams, we can create a highly detailed three-dimensional map of Lizard Island, capturing the shape of every branch, rock, and blade of grass on the island,” he explains. “When connected to our lizard backpacks, we’ll know the exact microhabitats and resources available to each lizard as they move through this environment.”

Stroud will also deploy hundreds of microclimate sensors to understand how species are reacting to changes in temperature and climate. The result will be the world’s first comprehensive database: a record of minute lizard movements, the resources each individual uses, daily interactions, and changes in the environment spanning seasons and years. 

“For evolutionary scientists, it has been seemingly impossible to track the moment-by-moment decisions of individual organisms… until now,” he says.

“Today, it’s possible to study what Darwin could only dream of — evolution occurring in real time,” Stroud adds. “Behavior is a critical component of evolution, understanding evolution is critical to understanding life on Earth, and understanding life on Earth is more important than ever.”

Stroud will spend the next five years transforming Lizard Island into the world’s premier evolutionary observatory, merging groundbreaking technology with long-term field research.

Stroud will spend the next five years transforming Lizard Island into the world’s premier evolutionary observatory, merging groundbreaking technology with long-term field research.

James Stroud examines a lizard in the field. (Day’s Edge Productions)

James Stroud examines a lizard in the field. (Day’s Edge Productions)

 
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Written by Selena Langner

NNCI Image Contest Winners Announced

Nanoscale image of foam in bloom

The National Nanotechnology Coordinated Infrastructure (NNCI) announced the winners of the 2025 image contest. The contest, Plenty of Beauty at the Bottom, celebrates the beauty of the micro and nanoscale.

Sites from across the NNCI contributed stunning, unique, and whimsical images of the micro and nanoscale for the 2025 image contest. The public cast over 2,100 votes to determine this year’s winners. First place winning artists will receive a hoodie with their printed image, and their sites receive a framed print of their winning image. Honorable mentions will have their sites receive a framed print of their image.

View the winners on the NNCI website.

 
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Amelia Neumeister | Research Communications Program Manager

The Institute for Matter and Systems

3-Legged Lizards Can Thrive Against All Odds, Challenging Assumptions About How Evolution Works in the Wild

A brown basilisk missing both its entire left forearm and part of its right hind limb. Brian Hillen

A brown basilisk missing both its entire left forearm and part of its right hind limb. Brian Hillen

We are lizard biologists, and to do our work we need to catch lizards – never an easy task with such fast, agile creatures.

Years ago, one of us was in the Bahamas chasing a typically uncooperative lizard across dense and narrow branches, frustrated that its nimble agility was thwarting efforts to catch it. Only when finally captured did we discover this wily brown anole was missing its entire left hind leg. This astonishing observation set our research down an unexpected path.

That chance encounter led us to collaborate with over 60 colleagues worldwide to document what we suspected might be a broader phenomenon. Our research uncovered 122 cases of limb loss across 58 lizard species and revealed that these “three-legged pirates” – the rare survivors of traumatic injuries – can run just as fast, maintain healthy body weight, reproduce successfully and live surprisingly long lives.

To be clear, most lizards probably do not survive such devastating injuries. What we’re documenting are the exceptional cases that defy our expectations about how natural selection works.

A hefty green lizard with a noticeable mark where it's left 'arm' would have been poses on a tree branch

A four-horned chameleon missing its entire left forelimb in Cameroon appeared healthy when observed in the wild, despite the specialized gripping requirements of chameleons. Christopher Anderson

This discovery is startling because lizard limbs represent one of biology’s most studied examples of evolutionary adaptation. For decades, scientists have demonstrated that even tiny differences in leg length between individual lizards can mean the difference between life and death – affecting their ability to escape predators, catch prey and find mates.

Since subtle variations matter so much, biologists have long assumed that losing an entire limb should be catastrophic.

Yet our global survey tells a different story about these remarkable survivors. Working with colleagues across six continents, we found limb-damaged lizards across nearly all major lizard families, from tiny geckos to massive iguanas.

These animals had clearly healed from whatever trauma caused their injuries – likely accidents or the failed attempts of a predator to eat them. Perhaps most remarkably, we documented surviving limb loss even in chameleons, tree-climbing specialists whose movements seem to require perfect limb coordination.

Thriving, Not Just Surviving

The body condition of these lizards was most surprising. Rather than appearing malnourished, many limb-damaged lizards were actually heavier than expected for their size, suggesting they were successfully finding food despite their handicap. Some were actively reproducing, with females found carrying eggs and males observed successfully mating.

4 side by side X-ray images in black and white of small lizards each missing a limb

Limb damage can be fairly common in some lizard populations, such as these X-rays of brown anoles (Anolis sagrei) from the Bahamas. Jason Kolbe/Jonathan Losos

These findings force us to reconsider some basic assumptions about how evolution might work in wild populations. Charles Darwin envisioned natural selection as an omnipresent force, “daily and hourly scrutinizing” every feature.

But perhaps selection is more episodic than constant. Maybe sometimes limb length matters tremendously, while during other times – such as when food is abundant and predators are scarce – limb length matters less and three-legged lizards can flourish.

These lizard survivors showcase the incredible solutions that millions of years of evolution have built into their biology. Rather than being passive victims of their injuries, these lizards may survive by actively choosing safer habitats or hunting strategies, using smart behavior to avoid situations where their disability would be a disadvantage.

Biological Engineering in Action

Our research combines old-fashioned natural history observations with cutting-edge, biomechanical analysis.

We use high-speed cameras and computer software that can track movement frame by frame to analyze running mechanics invisible to the naked eye. This combination of field biology and laboratory precision allows us to understand not just that these lizards survive, but how they accomplish this remarkable feat.

When we tested the three-legged lizards’ athletic performance, the results defied expectations. Some animals were clearly impaired in their sprinting capabilities, but others actually ran faster than fully-limbed individuals of the same size across a 2-meter dash during our “Lizard Olympics.”

Researchers used computer software that automatically tracks movement patterns to analyze high-speed videos of lizards sprinting, such as this brown anole missing half of its right back leg. Christopher Anderson

High-speed video analysis revealed their secret: The speedy survivors compensate through creative biomechanical solutions. One brown anole missing half its hind limb dramatically increased its body undulation during sprinting, using exaggerated snakelike movements to compensate for the missing leg.

By documenting the unexpected – the seemingly impossible survivors – we’re reminded that nature still holds surprises that can fundamentally change how we think about life itself.The Conversation

 

This article is republished from The Conversation under a Creative Commons license. Read the original article.

 
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Authors:

James T. Stroud, assistant professor of Ecology and Evolution, Georgia Institute of Technology 

Jonathan Losos, William H. Danforth Distinguished University Professor, Washington University in St. Louis

Media Contact:

Shelley Wunder-Smith
shelley.wunder-smith@research.gatech.edu

New Method Uses Collisions to Break Down Plastic for Sustainable Recycling

The high impact between the metal balls in a ball mill reactor and the polymer surface is sufficient to momentarily liquefy the polymer and facilitate chemical reactions.

The high impact between the metal balls in a ball mill reactor and the polymer surface is sufficient to momentarily liquefy the polymer and facilitate chemical reactions.

While plastics help enable modern standards of living, their accumulation in landfills and the overall environment continues to grow as a global concern.

Polyethylene terephthalate (PET) is one of the world’s most widely used plastics, with tens of millions of tons produced annually in the production of bottles, food packaging, and clothing fibers. The durability that makes PET so useful also means that it is more difficult to recycle efficiently.

Now, researchers have developed a method to break down PET using mechanical forces instead of heat or harsh chemicals. Published in the journal Chem, their findings demonstrate how a “mechanochemical” method — chemical reactions driven by mechanical forces such as collisions — can rapidly convert PET back into its basic building blocks, opening a path toward faster, cleaner recycling.

Led by postdoctoral researcher Kinga Gołąbek and Professor Carsten Sievers of Georgia Tech’s School of Chemical and Biomolecular Engineering, the research team hit solid pieces of PET with metal balls with the same force they would experience in a machine called a ball mill. This can make the PET react with other solid chemicals such as sodium hydroxide (NaOH), generating enough energy to break the plastic’s chemical bonds at room temperature, without the need for hazardous solvents.

“We’re showing that mechanical impacts can help decompose plastics into their original molecules in a controllable and efficient way,” Sievers said. “This could transform the recycling of plastics into a more sustainable process.”

Mapping the Impact

In demonstrating the process, the researchers used controlled single-impact experiments along with advanced computer simulations to map how energy from collisions distributes across the plastic and triggers chemical and structural transformations. 

These experiments showed changes in structure and chemistry of PET in tiny zones that experience different pressures and heat. By mapping these transformations, the team gained new insights into how mechanical energy can trigger rapid, efficient chemical reactions.

“This understanding could help engineers design industrial-scale recycling systems that are faster, cleaner, and more energy-efficient,” Gołąbek said.

Breaking Down Plastic

Each collision created a tiny crater, with the center absorbing the most energy. In this zone, the plastic stretched, cracked, and even softened slightly, creating ideal conditions for chemical reactions with sodium hydroxide.

High-resolution imaging and spectroscopy revealed that the normally ordered polymer chains became disordered in the crater center, while some chains broke into smaller fragments, increasing the surface area exposed to the reactant. Even without sodium hydroxide, mechanical impact alone caused minor chain breaking, showing that mechanical force itself can trigger chemical change.

The study also showed the importance of the amount of energy delivered by each impact. Low-energy collisions only slightly disturb PET, but stronger impacts cause cracks and plastic deformation, exposing new surfaces that can react with sodium hydroxide for rapid chemical breakdown. 

“Understanding this energy threshold allows engineers to optimize mechanochemical recycling, maximizing efficiency while minimizing unnecessary energy use,” Sievers explained.

Closing the Loop on Plastic Waste

These findings point toward a future where plastics can be fully recycled back into their original building blocks, rather than being downcycled or discarded. By harnessing mechanical energy instead of heat or harsh chemicals, recycling could become faster, cleaner, and more energy-efficient.

“This approach could help close the loop on plastic waste,” Sievers said. “We could imagine recycling systems where everyday plastics are processed mechanochemically, giving waste new life repeatedly and reducing environmental impact.”

The team now plans to test real-world waste streams and explore whether similar methods can work for other difficult-to-recycle plastics, bringing mechanochemical recycling closer to industrial use.

“With millions of tons of PET produced every year, improving recycling efficiency could significantly reduce plastic pollution and help protect ecosystems worldwide,” Gołąbek said.

CITATION: Kinga Gołąbek, Yuchen Chang, Lauren R. Mellinger, Mariana V. Rodrigues, Cauê de Souza Coutinho Nogueira, Fabio B. Passos, Yutao Xing, Aline Ribeiro Passos, Mohammed H. Saffarini, Austin B. Isner, David S. Sholl, Carsten Sievers, “Spatially-resolved reaction environments in mechanochemical upcycling of polymers,” Chem, 2025.

Kinga Golabek

Kinga Gołąbek

Professor Carsten Sievers

Prof. Carsten Sievers

 
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When a Video Isn’t Real: Georgia Tech Alum Innovates Deepfake Detection for a New Era of Fraud

Vijay Balasubramaniyan (PhD CS 2011), CEO and co-founder of Pindrop Security

GT alumnus Vijay Balasubramaniyan (PhD CS 2011) is CEO and co-founder of Pindrop Security.

In 2024, a finance worker in Hong Kong was duped into attending a meeting with four co-workers – or so he thought. What he didn’t know was that all four were scammers, using deep-fake video to deceive him. In the end, he wired them $25 million.

“We used to get about one deepfake a month at the beginning of 2023,” said Vijay Balasubramaniyan (PhD CS 2011), CEO and co-founder of Pindrop Security. “Now we’re seeing seven deep-fake attacks per customer every day.”

Balasubramaniyan founded his business in 2011, based on research he did as a Ph.D. student with his advisor, Mustaque Ahamad. Initially, the focus was on detecting deception in voice calls, with banks being the primary customers.

Then two events happened—first, the pandemic. Suddenly, doing business over the phone became more popular than in-person, and the demand for Pindrop’s services grew in healthcare, retail, and beyond.

Second, generative artificial intelligence. Seemingly overnight, almost anyone could use AI to imitate nearly anyone else.

“That has been by far the biggest tailwind for Pindrop,” Balasubramaniyan said. “Everything requires strong identification and strong security.”

The company built its first deepfake protection product eight years ago and has been building on it ever since.

Pindrop recently raised $100 million from investors to expand its deepfake video detection business. The company’s next product is a system for detecting deepfakes in live video conference meetings. It will allow businesses to avoid the scenario faced by the finance worker in Hong Kong, as well as others.

“Am I hiring the right candidate?” Balasubramaniyan said. “Or is this person I’m interviewing not who they said they are? I was surprised, but that’s our biggest use case.”

Deepfake detection

How does a machine tell the difference between a real person and a fake, even when a human can’t?

“Humans pattern-match a lot,” Balasubramaniyan said. “We always look for familiarity in a noisy world. It’s easy to fool a human.”

Pindrop’s products don’t look for similarities, though. They hunt for differences. A voice call, for example, provides 16,000 samples per second for the programs to analyze. 

“We’re able to pick up so many variances,” Balasubramaniyan said, “and there are so many places for these generative AI systems to make a mistake.”

Pindrop can not only identify fraudulent voice calls, but also which system was used to create them.

“I’ve been surprised by how fast hackers have started using deepfakes in their operations,” Balasubramaniyan said. He gave the example of a fraud that the companies follow, a man named Williams.

“Williams is a guy out of West Africa,” he said. “For the longest time, he’d employ 12 different people, and all day they would dial for dollars. 

“We started seeing Williams replace each of those 12 people with a large language model combined with a text-to-speech system. Now that AI has full-blown conversations with people, they can’t tell the difference. And the bots don’t sleep – they work 24 hours.”

Roots at Tech

Because Balasubramaniyan’s company grew out of his Ph.D. research, he has remained connected to the GT Computing community. He still regularly talks to faculty, especially Ahamad, who has a stake in Pindrop.

“Vijay’s Ph.D. research was of the highest quality, and the Pindrop paper was published in one of the top-tier security conferences,” said Ahamad, professor and interim chair of the School of Cybersecurity and Privacy.

“However, because of his work experience before coming to Georgia Tech, he also focused on the real-world relevance of his research, which led to the launch of Pindrop Security. He is a great example of impactful research that students conduct in our laboratories.”

Balasubramaniyan says he likes to hire fellow alumni.

“Georgia Tech is a great school for our research teams to hire from,” he said.

He and his wife have also endowed a scholarship at Tech. Both are immigrants, and “we want to help other people who have big dreams and small pockets.”

“A lot of these folks, we talk to them, we tell them what we see in the market, we open our networks to them. We’re very fortunate that Georgia Tech allows us to participate in such a meaningful way.”

He thinks Tech is better at generating great talent than many other programs, precisely because it isn’t in Silicon Valley.

“Because we sit here in the South and Atlanta, the ideas we come up with aren’t the latest fad. They’re rooted in great science or great tech. We’re naturally great thinkers because we aren’t fad-chasers.”

 
News Contact

Ann Claycombe
Communications Director
Georgia Tech College of Computing
claycombe@cc.gatech.edu

Storms Are Changing — Should the Hurricane Scale Change Too?

Image of a hurricane

The Saffir-Simpson scale classifies hurricanes solely by sustained wind speed, ranging from Category 1 to Category 5.

As climate change continues to reshape the intensity and behavior of hurricanes, meteorologists and researchers are examining whether the Saffir-Simpson Hurricane Wind Scale, a decades-old classification system, still adequately communicates the full scope of hurricane hazards. While the scale remains a widely recognized tool, experts like Zachary Handlos, director of Atmospheric and Oceanic Sciences at Georgia Tech, suggest that a complementary system could enhance public understanding of the broader risks hurricanes pose. 

Developed in 1969 by civil engineer and Georgia Tech alumnus Herbert Saffir, CE 1940, and meteorologist Robert Simpson, the scale classifies hurricanes solely by sustained wind speed, ranging from Category 1 to Category 5. It has long served as the primary tool for describing hurricane intensity in forecasts and media coverage. 

 “For anyone that follows hurricane coverage on TV, social media, the internet, or in any other form, the Saffir-Simpson scale is the way that hurricanes are described and classified,” said Handlos. 

Toward a More Comprehensive Hazard Framework 

Handlos noted that while the scale is widely recognized, it does not account for other major hazards such as storm surge, inland flooding, tornadoes, and storm size. “Maximum wind speeds are certainly a threat if one is in the path of a hurricane,” he said, “but several other hazards are also problematic.” 

A new scale to complement the Saffir-Simpson scale could be beneficial. It would need to have accurate messaging about all aspects of a hurricane event while also continuing to record Saffir-Simpson scale data for comparison to past events. 

Any effort to revise or supplement the scale would require broad collaboration across sectors. Handlos emphasized that input from government agencies, emergency managers, academic researchers, and private industry would be essential, and that formal adoption of any new system would likely involve coordination with the National Oceanic and Atmospheric Administration and the National Hurricane Center

He added, “If there is a way to update this scale or devise a new scale that both accounts for all types of hurricane hazards and is something that is digestible to the general public, this could be helpful in the future.” 

Forecasting Advances and Communication Challenges 

Climate change is not currently altering how hurricane strength is measured, but it is changing the conditions in which hurricanes form.  Handlos said that with the observed increase in global average temperature over the past several decades, scientists also anticipate sea surface temperature values continuing to rise. This would result in the additional transfer of heat energy from the ocean’s surface to the atmosphere, further fueling hurricanes. It also provides the potential for hurricane development farther poleward in both hemispheres.  

He also pointed to changes in atmospheric moisture. As air temperature rises, the atmosphere’s capacity to hold water vapor is expected to increase. One possible consequence of this is that any rainfall associated with hurricanes could be associated with higher rain rates and more total precipitation, which could intensify inland flooding.  

Advances in forecasting technology are helping meteorologists improve how hurricane hazards are predicted and communicated. According to Handlos, the integration of traditional numerical weather prediction models with artificial intelligence and machine learning techniques, alongside data from radar, satellites, weather balloons, and aircraft, has significantly enhanced the accuracy of hurricane forecasts over the past two decades. 

Still, Handlos cautioned that effectively reaching the public remains a persistent challenge. “Despite repeated warnings and widespread messaging, we often hear stories of individuals choosing not to evacuate, because they’ve weathered previous storms without issue,” he said. “In today’s environment of nonstop social media, constant notifications, and information overload, people can struggle to identify which messages are most important and trustworthy.” 

Image of the Saffir-Simpson Hurricane Scale
 
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Siobhan Rodriguez
Senior Media Relations Representative 
Institute Communications

Undergraduate Bioinformatics Class Produces Published Research

Grace Tang (Left) and Alison Onstine (Right) holding bacteria plates that spell "BIOL 4590" (Credit: Tang and Onstine)

Grace Tang (Left) and Alison Onstine (Right) holding bacteria plates that spell "BIOL 4590" (Credit: Tang and Onstine)

This fall, 20 Georgia Tech students published a peer-reviewed scientific paper — the culmination of work done during a semester-long laboratory course. During the semester, students analyzed genomes sequenced from marine samples collected in Key West, Florida — doing hands-on original bioinformatics research on par with graduate students and working with bioinformatics tools to explore drug discovery potential.

The course, BIOS 4590, is a research project lab for senior biology majors that provides an opportunity for professors to share their expertise with students in a hands-on environment. In his class, Associate Professor Vinayak (Vinny) Agarwal, who holds joint appointments in the School of Chemistry and Biochemistry and School of Biological Sciences, aimed to introduce undergraduates to advanced bioinformatics tools through applied research using new-to-science raw data. 

The resulting paper, “Phylogenomic Identification of a Highly Conserved Copper-Binding RiPP Biosynthetic Gene Cluster in Marine Microbulbifer Bacteria,” which was recently published in ACS Chemical Biology, involves the historically understudied genus of Microbulbifer, a type of bacteria often associated with sponges and corals. These microbial communities are rich sources of natural products, small biological molecules often associated with medicine and drug discovery. 

"This class, and the resulting research, is a testament to the transformative power of hands-on learning,” says Susan Lozier, dean of the College of Sciences, Betsy Middleton and John Clark Sutherland Chair, and professor in the School of Earth and Atmospheric Sciences. “The success of this course — and the students’ remarkable achievement — reflects Georgia Tech's commitment to fostering curiosity, collaboration, and scientific rigor and to empowering the next generation of scientists and leaders."

Funded by Agarwal’s 2023 National Science Foundation CAREER grant and Camille and Henry Dreyfus Foundation Teacher-Scholar award, the class also received support from leadership in the College of Sciences, School of Biological Sciences, and School Chemistry and Biochemistry. The study’s lead author, graduate student Yifan (Grace) Tang, served as the class teaching assistant, and was funded in part by a Biochemistry and Biophysics Graduate Assistance in Areas of National Need fellowship

“The students in this class are working on important, novel work — this cohort worked with real genomic data that had never been sequenced before,” she says. “Typically, researchers might work with one or two genome sequences, but we provided students with 42 — this might be the first time anyone has looked at Microbulbifer at such a wide scope.” 

From classroom to publication

To prepare for the class, Tang worked alongside Laboratory Manager Alison Onstine, who manages the School of Biological Sciences teaching laboratory spaces, to sequence the Key West bacterial genomes.

“Our work in the Agarwal Lab is in natural product discovery. We focus on finding new pharmaceutical drugs through marine bacteria — but with a bioinformatics spin,” Tang explains. “We wanted to bring this type of experience to undergraduates, so we gave fully sequenced genomes to students and asked them to look for potential properties.” 

Throughout the class, students learned different techniques for analyzing bacterial genome sequences and extracting data with various tools — gaining both lab and computational skills through hands-on experiences, live demos, and troubleshooting sessions. 

“The highlight was showing students just how much we can learn about a bacterial genus, especially one that hasn’t been studied at this scale before,” Tang shares. “This is a growing field, so there are so many opportunities for students to make meaningful contributions while learning new skills.”

Empowering future students

For many students, it was their first time using these types of tools, but Agarwal says that it’s something they'll likely encounter in both industry and research. He sees this type of research experience as especially helpful for seniors, who are often deciding between entering the workforce or continuing their education.

“Bioinformatics is increasingly important for analyzing big data. Students need the ability to manipulate and understand data using computational tools, and this class plays an important role in familiarizing them with this process,” he shares. “Our goal is to demystify research and give students the confidence and tools for both graduate school and for the workforce after graduation.”

The class will be offered for a third time in Fall 2026. While the exact course of research hasn’t yet been decided, “we always aim for something new that can produce publication-quality research — students don’t repeat past year’s work,” Agarwal says. This recent cohort of students built on the success of 18 undergraduates who took the class in 2023, who also published a paper. “This course truly underscores Georgia Tech’s commitment to pioneering meaningful undergraduate experiences — no other peer institution I know of is exposing undergraduates to bioinformatics at this level.”

 

Funding: NSF CAREER and the Dreyfus Foundation

A collection of the undergraduate students who co-authored the paper. (Credit: Tang and Onstine)

A collection of the undergraduate students who co-authored the paper. (Credit: Tang and Onstine)

 
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Written by Selena Langner