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