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University of Massachusetts Amherst


UMass Amherst engineers make edge AI more efficient by redesigning both algorithm and hardware

Researchers at UMass Amherst have designed an edge AI system that leverages hyperdimensional computing algorithms and analog in-memory computing hardware to achieve high accuracy and efficiency. The system achieved 95.24% accuracy in language identification while reducing computing resources by 90%.

SourceUniversity of Massachusetts Amherst·JournalNature Communications·TypeExperimental study·DateAug 17, 2026

These researchers believe we each have an undiscovered internal clock—and the W.M. Keck Foundation just awarded them $1.3 million to find it

A team of researchers led by UMass Amherst believes a second, undiscovered internal clock regulates brain energy-intensive work and may link neurobiological brain function to the body's circadian clock. The three-protein clock has deep evolutionary precedent and disruption could contribute to human disease.

AI tool for computing radiation dose created at UMass Amherst leads the way to personalizing prostate cancer treatment

A team of researchers at UMass Amherst has developed an AI model, DiffuDose, that generates a patient's radiation dose map with gold-standard accuracy in under 23 seconds. This technology has the potential to unlock the full potential of radiopharmaceutical therapy for prostate cancer treatment.

SourceUniversity of Massachusetts Amherst·JournalIEEE Transactions on Radiation and Plasma Medical Sciences·TypeComputational simulation/modeling·DateAug 4, 2026

As Supreme Court decisions grow sharper, study examines justices’ calculated concessions

A new study reveals that Supreme Court justices employ 'appeasement' strategies, including conciliatory language, to persuade their peers and preserve influence within the court. This measured approach helps justices work together despite deep ideological divisions, offering insights into the court's functioning.

SourceUniversity of Massachusetts Amherst·JournalAmerican Politics Research·DateJul 21, 2026

It’s not just on ‘The Pitt’: Real-life emergency doctors are stressed out—and patient irritation plays a significant role

A UMass Amherst-led study finds physicians with irritable patients experience increased anger, anxiety, and fatigue, leading to decreased engagement and quality of care. Patients' frustration affects doctors' emotional state and clinical assessments, ultimately resulting in poorer patient outcomes.

SourceUniversity of Massachusetts Amherst·JournalBMJ Quality & Safety·DateJul 12, 2026

They’re here: Biologists identify first established colonies of invasive clam in Northeastern US

A team of biologists led by the University of Massachusetts Amherst has discovered reproducing populations of the invasive Manila clam in Cape Cod and Boston Harbor. The finding marks a significant moment in the establishment of this non-native species, which is now spreading along the northwestern Atlantic coastline.

SourceUniversity of Massachusetts Amherst·JournalBiological Invasions·DateJul 7, 2026

Scheduling surgeons: UMass Amherst researchers identify factors that could influence hospital efficiency

A study at Baystate Medical Center identified factors such as emergency surgeries, chest and heart procedures, and taxing operations affecting surgeons' schedules. These insights aim to optimize surgical scheduling, reduce waste, and improve patient outcomes.

SourceUniversity of Massachusetts Amherst·JournalJournal of the American Medical Informatics Association·TypeData/statistical analysis·DateJun 25, 2026

UMass Amherst-led team discovers new way to make thermally insulative plastics

Researchers at UMass Amherst have discovered a way to make thermally insulative plastics by limiting heat-carrying vibrational channels, reducing thermal conductivity by 17% while maintaining flame-retardant behavior. This new design framework has promising applications in lightweight insulation materials and advanced building materials.

SourceUniversity of Massachusetts Amherst·JournalMaterials Horizons·TypeExperimental study·DateJun 22, 2026

Next-gen AI can learn continuously while consuming a fraction of the computing energy required by today’s AI systems

Researchers from UMass Amherst have developed a new AI architecture called ANT that enables continuous learning and reduces energy consumption by orders of magnitude. Unlike human brains, which operate asynchronously, modern deep neural networks rely on synchronized computations, leading to high energy demands.

SourceUniversity of Massachusetts Amherst·JournalNature Communications·DateJun 8, 2026

UMass Amherst researchers combine bacteria and viruses to demonstrate a new way to fight cancer

Researchers at UMass Amherst have designed a new therapy that combines engineered Salmonella bacteria with oncolytic viruses to target liver and pancreatic cancer. The treatment showed promising results in animal models, leading to significant tumor reduction and improved survival rates.

SourceUniversity of Massachusetts Amherst·JournalCell Reports Medicine·TypeRandomized controlled/clinical trial·DateJun 3, 2026

Textile wastewater treatment generates alarmingly high levels of toxic compounds

Researchers found that textile wastewater treatment produces high levels of toxic byproducts, including chloroform and bromoform, which pose significant health risks to workers and the environment. The study suggests that alternative treatment methods or improved worker protections may be necessary to mitigate these hazards.

SourceUniversity of Massachusetts Amherst·JournalJournal of Hazardous Materials·TypeExperimental study·DateJun 1, 2026

UMass Amherst research demonstrates new technology for shrinking quantum computers

Researchers at UMass Amherst have made a breakthrough in shrinking the size of quantum computers by integrating laser systems onto photonic chips. This technology has the potential to enable large-scale quantum computing and make optical clocks portable, with applications in fields such as deep space navigation and GPS.

SourceUniversity of Massachusetts Amherst·JournalNature Communications·TypeExperimental study·DateMar 30, 2026

The ‘Great Texas Freeze’ killed thousands of purple martins; biologists worry recovery could take decades

A recent study led by UMass-Amherst biologists found that the 2021 Great Texas Freeze killed up to 27% of purple martins' breeding population, with effects felt for decades. The study also revealed that the affected birds delayed reproduction and hatched fewer chicks, and their population is already declining in Texas and Louisiana.

SourceUniversity of Massachusetts Amherst·JournalNature Ecology & Evolution·DateMar 6, 2026

An international team of astronomers led by UMass Amherst may have just found one of the missing links in galaxy evolution

A team of astronomers led by UMass Amherst has discovered a population of dusty, star-forming galaxies at the edge of the universe, formed 13 billion years ago. These galaxies are linked to ultrabright, young galaxies and massive quiescent galaxies, providing new insights into galaxy evolution.

SourceUniversity of Massachusetts Amherst·JournalThe Astrophysical Journal Letters·DateFeb 17, 2026

Did we just see a black hole explode? Physicists at UMass Amherst think so—and it could explain (almost) everything

A team of physicists at UMass Amherst has proposed a new model for black holes, the 'dark charge' model, which explains high-energy neutrinos and solves cosmic mysteries. The model suggests that quasi-extremal primordial black holes, with a 'dark charge,' could be the missing link in explaining the universe's fundamental nature.

SourceUniversity of Massachusetts Amherst·JournalPhysical Review Letters·DateFeb 3, 2026

UMass Amherst researchers identify top risk factors for pedestrian-vehicle crashes at Massachusetts bus stops

Researchers used machine learning to evaluate 1,773 bus stops across Massachusetts, identifying 13 crash-relevant characteristics and proposing countermeasures. The study found that bus stop types in mixed-use arterial corridors and dense urban cores have the highest prevalence of crashes.

SourceUniversity of Massachusetts Amherst·JournalData Science for Transportation·TypeData/statistical analysis·DateJan 22, 2026

UMass Amherst leads effort to save Asia’s big cats from catastrophe

Research led by UMass Amherst has pinpointed suitable habitats for Myanmar's Bengal tigers, Indochinese leopards, and Mainland clouded leopards. The study suggests that many existing protected areas will continue to be critical in the future, but require additional protection and connectivity solutions to ensure the big cats' survival.

SourceUniversity of Massachusetts Amherst·JournalJournal for Nature Conservation·DateDec 9, 2025

Gerrymandering in North Carolina limited residents’ access to healthcare centers

A University of Massachusetts Amherst study found that gerrymandering in North Carolina resulted in reduced access to federally qualified health centers. ZIP codes with more gerrymandering had fewer health centers and were less likely to gain new ones, leading to longer travel distances for patients.

SourceUniversity of Massachusetts Amherst·JournalAmerican Journal of Public Health·TypeData/statistical analysis·DateNov 13, 2025

An app, an Apple Watch and AI: UMass Amherst creates a new way for researchers to study sleep health

Researchers at UMass Amherst have developed an app that uses Apple Watch data to monitor sleep stages and predict Alzheimer's disease risk. The app, BIDSleep, collects heart rate data and feeds it into an AI model that accurately identifies sleep stages 71% of the time.

SourceUniversity of Massachusetts Amherst·JournalIEEE Transactions on Biomedical Engineering·TypeComputational simulation/modeling·DateOct 30, 2025

NIH grants totaling $17.9 million will advance UMass Amherst research tackling opioid overdose and HIV prevention and treatment

The research aims to develop an intervention for incarcerated people to address the challenge of engaging with MOUD treatment after release. Massachusetts has received federal approval for a Section 1115 waiver to provide Medicaid benefits to incarcerated individuals, expanding access to healthcare and support services.

UMass Amherst chemists develop tool providing unrivaled look inside cells

Researchers at UMass Amherst have developed a new tool, iConRNA, that provides an unrivaled look inside cells and can help solve the mystery of how devastating diseases develop. The tool resolves the balance of physical driving forces of phase separation and predicts how this balance is tuned under different cellular situations.

SourceUniversity of Massachusetts Amherst·JournalProceedings of the National Academy of Sciences·DateOct 23, 2025