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Indeed, while we did not sweep the structure’s configuration (we just chose the latent space size to be a reasonable power of 2), our results indicate that the structured latent space delivers large MBO gains, in particular when paired with · 2023

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cs.AI 1

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2026 1

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Offline Materials Optimization with CliqueFlowmer

cs.AI · 2026-03-06 · unverdicted · novelty 7.0

CliqueFlowmer combines clique-based model-based optimization with transformer and flow models to generate materials that optimize target properties better than generative baselines.

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  • Offline Materials Optimization with CliqueFlowmer cs.AI · 2026-03-06 · unverdicted · none · ref 33

    CliqueFlowmer combines clique-based model-based optimization with transformer and flow models to generate materials that optimize target properties better than generative baselines.