Mark K. Transtrum

1 articles · 8 co-authors · latest: 2026-06-06
2,690 citations · h-index 23 · 223 papersData: Semantic Scholar

We have retold 1 papers by this author. most often about: molecular property prediction, dimensionality reduction, Contrastive Learning. 8 co-authors across our retellings.

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Materials2026-06-061 minarXiv:2606.08148express
How Clever Sampling Teaches Metal to Predict Strength
A chef doesn't waste ingredients cooking the whole dish to check the taste: they just taste a drop of sauce. The same logic underlies the "information matching" method for predicting metal strength. Instead of expensive calculations of every atom's behavior, scientists "taste" only simple indicators linked to plasticity — a metal's ability to bend without breaking.