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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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1 result for “formability”
ABO3 Perovskites' Formability Prediction and Crystal Structure Classification using Machine Learningcond-mat.mtrl-sci

Machine learning predicts perovskite formability and classifies crystal structures.

problem Predicting and classifying perovskite formability and crystal structures.
method Machine learning, specifically Random Forest, with 5-fold cross-validation.
result 98.57% accuracy in predicting perovskite formability and 90.53% in classifying crystal structures.
perovskiteformabilitymachine learningcrystal structureclassification
2022-02-21abs ↗pdf ↗