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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Can AI predict the thermodynamics of complex liquid mixtures without breaking the laws of physics? Researchers developed HANNA, a machine learning model constra

    Researchers have developed a new machine learning model called HANNA, designed to predict the thermodynamics of complex liquid mixtures. This model is specifically constrained by the laws of physics, ensuring its predictions adhere to fundamental thermodynamic principles. HANNA aims to improve the accuracy of predicting phase equilibria and the overall behavior of such mixtures. AI

    IMPACT This AI model's adherence to physical laws could lead to more reliable predictions in chemical engineering and materials science.