Finance · 05/21/2025

Explainable AI is revolutionizing high-entropy alloy design. A research team developed an AI platform combining machine learning, evolutionary algorithms, and SHAP methods for efficient composition screening, in-depth performance interpretation, and accelerated experimental validation. Experiments demonstrate that AI-assisted designs yield high-entropy alloys with superior mechanical strength. The platform accurately predicts the alloys' Young's modulus. This technology accelerates material discovery, reduces R&D costs, and holds broad application prospects in aerospace, biomedicine, and other fields.

Education · 08/26/2025

Faced with the challenge of exponential data growth, Virginia Tech is spearheading innovation in data compression technology. Their research aims to develop next-generation algorithms that improve compression ratios, reduce computational complexity, and expand application scenarios. This initiative is crucial for fields like artificial intelligence and the Internet of Things, and will empower a more intelligent and efficient digital future. The focus is on creating more effective methods for handling and storing the ever-increasing volume of data generated across various sectors.

Finance · 08/13/2025

1inch is a DeFi aggregator that offers optimal prices, low slippage, and gas fee optimization. The 1INCH token is used for governance and incentives, enhancing trading efficiency. It aggregates liquidity from various decentralized exchanges (DEXes) to find the best possible rates for users. By employing smart routing algorithms, 1inch splits trades across multiple DEXes to minimize slippage and reduce transaction costs. The platform aims to provide a seamless and cost-effective trading experience for users in the decentralized finance space.