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Scientists have created the first complete framework for understanding how quantum measurements work when computers share information over networks. The findings could accelerate development of practical quantum networks and help companies build more efficient quantum systems that rely on distributed computing and real-time communication.EN

2026-03-01 · Reports on Progress in Physics · , , et al.
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Researchers have developed WECAR, a framework that enables edge devices to continuously recognize human activities using WiFi signals while learning new behaviors without losing previous knowledge. The breakthrough addresses a persistent problem in smart home and workplace monitoring: systems that adapt over time without consuming massive storage or computational resources.EN

2026-02-27 · ACM Transactions on Sensor Networks · , , et al.
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Researchers used computer vision trained on millions of street images to map urban land use and forecast city growth through 2035. The technique bypasses the need for expensive surveys and labeled datasets, offering planners and developers a faster, cheaper way to anticipate zoning changes and infrastructure needs.EN

2026-02-26 · Computers Environment and Urban Systems · , , et al.
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Researchers have developed a machine learning system that can predict structural weakening in recycled aggregate concrete exposed to freeze-thaw cycles—a critical safety issue for infrastructure in northern regions. The model identifies hidden damage patterns that traditional inspection methods miss, enabling builders and engineers to prevent costly failures before they occur.EN

2026-02-23 · Structures · , , et al.
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Researchers identified the optimal temperature for producing a widely used industrial catalyst material, finding that 800°C heating yields the best balance of strength and surface area. The discovery could cut manufacturing costs and improve efficiency in chemical production, refining, and environmental treatment industries that rely on these catalysts.EN

2026-02-21 · Mining Metallurgy & Exploration · , ,
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Researchers have developed a zinc-based battery electrolyte that eliminates fluorine—a corrosive, expensive chemical—while improving performance and cycle life. The breakthrough could reduce manufacturing costs and environmental risks for energy storage systems competing with lithium-ion batteries in grid and industrial applications.EN

2026-02-21 · ACS Sustainable Chemistry & Engineering · , , et al.
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Researchers have engineered nitride coatings that withstand temperatures above 1000°C by carefully combining chromium, hafnium, molybdenum, tantalum, and tungsten. The findings could extend the lifespan of turbines, cutting tools, and aerospace engines—sectors facing pressure to operate hotter and longer.EN

2026-02-21 · Journal of the European Ceramic Society · , , et al.
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Researchers reviewed 183 computational models designed to guide treatment decisions for hemodynamically unstable patients in intensive care. While half had direct clinical applications, most remain in early development stages—creating a gap between what's scientifically possible and what hospitals can actually deploy to save lives.EN

2026-02-21 · Computers in Biology and Medicine · , , et al.
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A new study reveals that aluminum welds can lose strength in zones adjacent to the weld itself—even when the weld quality passes inspection. Researchers identified the underlying causes in two common aluminum alloys, offering manufacturers a roadmap to prevent premature failures in aircraft, automotive, and structural applications where weight savings matter.EN

2026-02-21 · Welding in the World · , , et al.
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A new paper argues that the era of training AI on massive datasets is ending, forcing companies to shift toward AI agents that learn by doing rather than memorizing. This matters because the next generation of competitive advantage may depend on building systems that reason and act independently—not just answer questions from training data.EN

2026-02-20 · Computer ·
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Researchers have documented how graphics processors are accelerating complex fluid simulations—a capability critical for designing aircraft, pipelines, and chemical reactors. The shift unlocks faster, cheaper design cycles, though engineers still face technical hurdles around memory and data handling that will shape software development priorities.EN

2026-02-20 · Physical Review Fluids · , , et al.
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Researchers have revealed the detailed structure of how a key enzyme grips and degrades tough plant fibers, a breakthrough that could accelerate industrial processing of agricultural waste into chemicals and materials. The finding addresses a major bottleneck in turning biomass into commercial products cost-effectively.EN

2026-02-19 · International Journal of Biological Macromolecules · , , et al.
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Researchers discovered that reversing vapor flow inside pyrolysis reactors dramatically improves the quality and quantity of useful products from wood waste. The finding could lower production costs for renewable fuels and chemicals, making biomass conversion more competitive with fossil fuel alternatives at scale.EN

2026-02-19 · Energy & Fuels · , , et al.
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Researchers have decoded the topology of boundaries in mathematical singularities—points where functions behave unpredictably. The work could improve how engineers model complex systems and how algorithms handle edge cases, areas critical for autonomous systems, materials science, and machine learning optimization.EN

2026-02-19 · Mathematische Zeitschrift · , , et al.
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A new analysis identifies five ways artificial intelligence is changing personal finance, from lending decisions to investment advice. The findings matter because financial institutions and regulators are still catching up to how these systems influence consumer behavior—and whether they're being used fairly.EN

2026-02-19 ·
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Researchers have developed a new optimization strategy that simultaneously redesigns wheel and rail profiles to reduce damage in heavy-haul networks, cutting the severe wear that plagues tight curves. The approach works through existing maintenance processes, offering operators a cost-effective way to extend asset life without major infrastructure overhauls.EN

2026-02-19 · Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit · , , et al.
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Researchers discovered that stripping away surface chemicals during assembly makes perovskite nanocrystals stronger and easier to manipulate—a breakthrough that could accelerate their use in commercial displays and lighting. The finding removes a major obstacle to manufacturing these materials at scale for consumer electronics.EN

2026-02-18 · Nano Letters · , , et al.
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Researchers have developed heat treatment methods that allow automotive manufacturers to use high-recycled-content aluminum without sacrificing performance or safety. The finding could slash production costs and emissions while helping carmakers meet sustainability goals, though widespread adoption will depend on supply chain adjustments.EN

2026-02-18 · Metallurgical and Materials Transactions A · , , et al.
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Physicists and engineers may now calculate mass in less-than-perfect geometric spaces, broadening tools for spacetime analysis. The advance relaxes decades-old smoothness requirements, potentially enabling practical applications in quantum gravity research and computational physics where real-world data rarely meets theoretical ideals.EN

2026-02-18 · Geometriae Dedicata · ,
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Researchers have proven a long-standing conjecture about how to find optimal divisions in networks, with applications to chip design, logistics optimization, and communications. The breakthrough provides new theoretical foundations for MaxCut algorithms, a problem central to solving real-world partitioning challenges in industry and infrastructure planning.EN

2026-02-18 · Mathematische Annalen · , ,
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A new analysis of 148 lithium-ion battery fire incidents reveals that micromobility devices like scooters and e-bikes cause injuries at nearly three times the rate of other consumer electronics. The finding points to a critical gap: while smartphones and laptops have robust safety standards, the rapidly scaling urban mobility market lacks equivalent protections.EN

2026-02-18 · Fire Technology · , , et al.
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Scientists have engineered a hydrogel coating that fixes a critical flaw in triboelectric nanogenerators—devices that convert motion into electricity. The material maintains power output even in wet conditions and resists bacterial buildup, making it viable for marine and medical applications where current technology fails.EN

2026-02-18 · Chemical Engineering Journal · , , et al.
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Researchers have developed a neural network that estimates lithium-ion battery degradation faster and cheaper than existing methods, eliminating the need for expensive data collection across different operating conditions. The breakthrough could accelerate adoption of battery management systems in electric vehicles and grid storage, reducing downtime and maintenance costs.EN

2026-02-18 · Journal of Power Sources · , , et al.
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Researchers used 3D modeling to map how air pressure and tunnel walls alter drag forces on moving trains, a phenomenon that directly affects fuel consumption and scheduling. The findings could help railways redesign tunnels and train profiles to cut energy costs on major routes.EN

2026-02-18 · International Journal of Rail Transportation · , , et al.
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Researchers have solved a stubborn problem: electrochemical sensors that can't distinguish between similar molecules in blood or saliva. By coating sensors with a special polymer, scientists shifted the electrical signatures of different biomarkers, enabling a single device to detect multiple health indicators simultaneously. The technique could accelerate wearable health monitors and point-of-care diagnostics to market.EN

2026-02-17 · bioRxiv (Cold Spring Harbor Laboratory) · , , et al.