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Density and Surface Tension of Binary Mixtures of Acetonitrile + 1-Alkanol at 293.15 K

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Foundation Models for Discovery and Exploration in Chemical Space

physics.chem-ph · 2025-10-20 · unverdicted · novelty 6.0

MIST models up to 10x larger than prior work, fine-tuned on over 400 structure-property tasks, match or exceed SOTA on benchmarks and demonstrate zero-shot olfactory perception mapping consistent with hyperbolic geometry.

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  • Foundation Models for Discovery and Exploration in Chemical Space physics.chem-ph · 2025-10-20 · unverdicted · none · ref 215

    MIST models up to 10x larger than prior work, fine-tuned on over 400 structure-property tasks, match or exceed SOTA on benchmarks and demonstrate zero-shot olfactory perception mapping consistent with hyperbolic geometry.