cond-mat.mtrl-sci · 2026-05-27 · No. 10

Materials Science, 2026-05-27.

1 new papers in cond-mat.mtrl-sci. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    MatFormBench: A Benchmarking Evaluation Framework for Target-Driven Materials Formulation

    Linhan Wu, Chenxi Wang, Chuhan Yang, Zhengwei Yang, Yuyang Liu

    cond-mat.mtrl-sci · cs.AI

    Inverse design of materials has significantly advanced target-driven formulation optimization, yet existing materials machine learning benchmarks remain limited to forward property prediction, failing to systematically evaluate inverse optimization and generation algorithms, a critical gap that hinders the progress of target-driven materials design. To address this limitation, we propose MatFormBench, a novel benchmarking ecosystem tailored...

    arxiv.org/abs/2605.26741 · PDF

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