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Composite and ceramic materials with built-in sensors allow monitoring the condition of structures in real time. Energy-efficient panels that can regulate heat transfer themselves help reduce the cost of heating and air conditioning in buildings.
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New approaches to training neural networks allow for more accurate detection of rare pathological cells in biopsy samples. The use of reinforcement learning modes and training on synthetic data help to increase sensitivity and reduce false positives.
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Scientists are developing advanced sensor networks and data processing algorithms for continuous monitoring of the state of space systems. These technologies allow early detection of potential deviations and prevention of emergency situations during the flight.
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Scientists report progress in creating synthetic microorganisms that can decompose complex polymers and return useful elements to the agroecosystem. These organisms enrich the soil with nitrogen and phosphorus, promoting crop growth and resistance to adverse conditions.
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Modern quantum technology is making strides thanks to new ultra-dense quantum chips, which Fabricate has achieved using nanophysics techniques and improved error correction. This allows coherence to be maintained for longer periods of time, which is critical for running complex algorithms and demonstrating practical applications of quantum computing.
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