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Computers & Math

Wearable Tech Helps People with Type 2 Diabetes Stay Active and Manage Condition

Wearable mobile health technology could help people with Type 2 Diabetes (T2D) to stick to exercise regimes that help them to keep the condition under control, a new study reveals. An international team studied the behavior of recently-diagnosed T2D patients in Canada and the UK as they followed a home-based physical activity program, with some participants wearing a smartwatch paired with a health app on their smartphone.

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A groundbreaking study has revealed that wearable mobile health technology can significantly help people with Type 2 Diabetes (T2D) stick to exercise regimes that keep the condition under control. Researchers from Lancaster University and other international partners conducted a feasibility trial in Canada and the UK, involving recently-diagnosed T2D patients.

The “Mobile Health Biometrics to Enhance Exercise and Physical Activity Adherence in Type 2 Diabetes” (MOTIVATE-T2D) trial recruited participants aged 40-75 years who had been diagnosed with T2D within the previous 5-24 months. The study aimed to investigate whether wearable technology could encourage people with T2D to engage in purposeful exercise, a crucial aspect of managing the condition.

The trial’s results are impressive: participants who used wearable technology were more likely to start and maintain purposeful exercise, leading to improvements in blood sugar levels, systolic blood pressure, and quality of life. The study successfully recruited 125 participants with an 82% retention rate after 12 months, demonstrating the potential for this type of intervention.

Professor Céu Mateus, Professor of Health Economics at Lancaster University, highlighted the significance of these findings: “The results of this study can contribute to changing the lives of many people around the world. There are millions of people suffering from Diabetes type 2 without access to non-pharmacological interventions with sustained results in the long term.”

The MOTIVATE-T2D programme used biofeedback and data sharing to support the development of personalized physical activity programmes, incorporating wearable technologies like smartwatches and online coaching platforms. Participants gradually increased purposeful exercise of moderate-to-vigorous intensity, aiming for a target of 150 minutes per week by the end of 6 months.

Co-author Dr Katie Hesketh from the University of Birmingham emphasized: “We found that using biometrics from wearable technologies offered great promise for encouraging people with newly diagnosed T2D to maintain a home-delivered, personalized exercise programme with all the associated health benefits.”

The MOTIVATE-T2D trial has demonstrated the potential for non-pharmacological interventions to improve equity in access to healthcare services, particularly in managing Type 2 Diabetes. As Professor Mateus noted: “In a time where savings to health services budgets are of paramount importance, non-pharmacological interventions contributing to improve equity in access by patients are very valuable for society.”

Computer Modeling

Unveiling the Hidden Power of Quantum Computers: Scientists Discover Forgotten Particle that Could Unlock Universal Computation

Scientists may have uncovered the missing piece of quantum computing by reviving a particle once dismissed as useless. This particle, called the neglecton, could give fragile quantum systems the full power they need by working alongside Ising anyons. What was once considered mathematical waste may now hold the key to building universal quantum computers, turning discarded theory into a pathway toward the future of technology.

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The discovery of the “neglecton” particle, previously discarded in traditional approaches to topological quantum computation, has brought scientists closer to unlocking the full power of quantum computers. This new anyon emerges naturally from a broader mathematical framework and provides exactly the missing ingredient needed to complete the computational toolkit.

In a study published in Nature Communications, a team of mathematicians and physicists led by Aaron Lauda, professor of mathematics, physics, and astronomy at the USC Dornsife College of Letters, Arts, and Sciences, has demonstrated that Ising anyons can be made universal through braiding alone when combined with the newly discovered neglecton particle.

The breakthrough illustrates how abstract mathematics can solve concrete engineering problems in unexpected ways. By embracing mathematical structures previously considered useless, researchers have unlocked a whole new chapter for quantum information science.

“This work moves us closer to universal quantum computing with particles we already know how to create,” Lauda said. “The math gives a clear target: If experimentalists can find a way to realize this extra stationary anyon, it could unlock the full power of Ising-based systems.”

The research opens new directions both in theory and in practice, with mathematicians working to extend their framework to other parameter values and clarify the role of unitarity in non-semisimple TQFTs. Experimentalists aim to identify specific material platforms where the stationary neglecton could arise and develop protocols that translate their braiding-based approach into realizable quantum operations.

The study was supported by National Science Foundation Grants, Army Research Office Grants, Simons Foundation Collaboration Grant, and PSC CUNY Enhanced Award. The team of researchers includes Filippo Iulianelli, Sung Kim, and Joshua Sussan, among others.

In conclusion, the discovery of the neglecton particle has brought scientists closer to unlocking the full power of quantum computers, offering new directions in theory and practice, and highlighting the potential for abstract mathematics to solve concrete engineering problems.

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Computer Graphics

Cracking the Code: Scientists Breakthrough in Quantum Computing with a Single Atom

A research team has created a quantum logic gate that uses fewer qubits by encoding them with the powerful GKP error-correction code. By entangling quantum vibrations inside a single atom, they achieved a milestone that could transform how quantum computers scale.

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Scientists have achieved a major breakthrough in quantum computing by successfully cracking the code hidden within a single atom. To build a large-scale quantum computer that works, scientists and engineers need to overcome the spontaneous errors that quantum bits, or qubits, create as they operate.

The team at the Quantum Control Laboratory at the University of Sydney Nano Institute has demonstrated a type of quantum logic gate that drastically reduces the number physical qubits needed for its operation. They built an entangling logic gate on a single atom using an error-correcting code nicknamed the ‘Rosetta stone’ of quantum computing.

This curiously named Gottesman-Kitaev-Preskill (GKP) code has long offered a theoretical possibility for significantly reducing the physical number of qubits needed to produce a functioning ‘logical qubit.’ Albeit by trading efficiency for complexity, making the codes very difficult to control. The research published in Nature Physics demonstrates this as a physical reality.

Led by Sydney Horizon Fellow Dr Tingrei Tan at the University of Sydney Nano Institute, scientists have used their exquisite control over the harmonic motion of a trapped ion to bridge the coding complexity of GKP qubits, allowing a demonstration of their entanglement.

The team’s experiment has shown the first realization of a universal logical gate set for GKP qubits. They did this by precisely controlling the natural vibrations or harmonic oscillations of a trapped ion in such a way that they can manipulate individual GKP qubits or entangle them as a pair.

A logic gate is an information switch that allows computers – quantum and classical – to be programmable to perform logical operations. Quantum logic gates use the entanglement of qubits to produce a completely different sort of operational system to that used in classical computing, underpinning the great promise of quantum computers.

The researchers have effectively stored two error-correctable logical qubits in a single trapped ion and demonstrated entanglement between them using quantum control software developed by Q-CTRL. This result massively reduces the quantum hardware required to create these logic gates, which allow quantum machines to be programmed.

This research represents an important demonstration that quantum logic gates can be developed with a reduced physical number of qubits, increasing their efficiency. The authors declare no competing interests. Funding was received from various sources including the Australian Research Council and private funding from H. and A. Harley.

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Civil Engineering

A Groundbreaking Magnetic Trick for Quantum Computing: Stabilizing Qubits with Exotic Materials

Researchers have unveiled a new quantum material that could make quantum computers much more stable by using magnetism to protect delicate qubits from environmental disturbances. Unlike traditional approaches that rely on rare spin-orbit interactions, this method uses magnetic interactions—common in many materials—to create robust topological excitations. Combined with a new computational tool for finding such materials, this breakthrough could pave the way for practical, disturbance-resistant quantum computers.

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A Groundbreaking Magnetic Trick for Quantum Computing: Stabilizing Qubits with Exotic Materials

Quantum computers have long been touted as revolutionaries in solving complex problems that conventional supercomputers can’t handle. However, their development has been hindered by one major challenge: qubits, the basic units of quantum computers, are extremely delicate and prone to losing their quantum states due to external disturbances.

Researchers from Chalmers University of Technology in Sweden and Aalto University and the University of Helsinki in Finland have now made a groundbreaking discovery that could change this. They’ve developed a new type of exotic quantum material that exhibits robust topological excitations, which are significantly more stable and resilient than other quantum states.

This breakthrough is an important step towards realising practical topological quantum computing by constructing stability directly into the material’s design. The researchers’ innovative approach uses magnetism as the key ingredient to achieve this effect, harnessing magnetic interactions to engineer robust topological excitations in a broader spectrum of materials.

“The advantage of our method is that magnetism exists naturally in many materials,” explains Guangze Chen, postdoctoral researcher in applied quantum physics at Chalmers and lead author of the study published in Physical Review Letters. “You can compare it to baking with everyday ingredients rather than using rare spices. This means that we can now search for topological properties in a much broader spectrum of materials, including those that have previously been overlooked.”

To accelerate the discovery of new materials with useful topological properties, the research team has also developed a new computational tool that can directly calculate how strongly a material exhibits topological behavior.

“Our hope is that this approach can help guide the discovery of many more exotic materials,” says Guangze Chen. “Ultimately, this can lead to next-generation quantum computer platforms, built on materials that are naturally resistant to the kind of disturbances that plague current systems.”

This magnetic trick has the potential to revolutionize the development of practical topological quantum computing and pave the way for next-generation quantum computer platforms. As researchers continue to explore and develop new exotic materials with robust topological excitations, we may finally see the dawn of a new era in quantum computing.

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