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TRACE: Transition-Aware Residual Control for Multi-Objective Materials Discovery

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.23631v1 Announce Type: new Abstract: Multi-objective materials discovery with LLM agents is often limited not only by how many candidates can be proposed, but by how effectively each costly property evaluation informs the next search step. Existing agents mainly store evaluated candidate…

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  1. 2026-08-27 04:00 · arXiv cs.AI
    TRACE: Transition-Aware Residual Control for Multi-Objective Materials Discovery

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