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

Kang Zhou, Yujia Tong, Yong Tao +1

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…