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cs.CL2026
A literature-guided descriptor-based framework for filtering composition search spaces
Lei Zhang, Markus Stricker
Scientific literature contains latent knowledge about materials behavior, but much of this knowledge is expressed through words, contexts, and recurring associations rather than ex…
cs.CL2025
Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts
Lei Zhang, Markus Stricker
The discovery and optimization of materials for specific applications is hampered by the practically infinite number of possible elemental combinations and associated properties, a…