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.
Y., Siebert, G., Walker, S
2 Pith papers cite this work. Polarity classification is still indexing.
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Assembly theory quantifies causation via assembly index and copy number to demarcate life as persistent high-assembly structures in regimes of deep causal possibility.
citing papers explorer
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Foundation Models for Discovery and Exploration in Chemical Space
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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The Physics of Causation
Assembly theory quantifies causation via assembly index and copy number to demarcate life as persistent high-assembly structures in regimes of deep causal possibility.