Author

Philip D. Rack

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Preprint Aug 2026

SPEAR: Structure Property Explainability with Attention Regularization

SPEAR (Structure Property Explainability with Attention Regularization) provides a principled training constraint for explainable structure property regression, yielding mechanistically meaningful explanations without sacrificing predictive performance.

Aditya Raghavan, Utkarsh Pratiush, Dalton A. Pearl et al. · 0 citations

Preprint Sep 2026

Synthesis and Characterization of Compositionally Complex (Gd/Ho/Er/Dy)2Zr2O7 Thin Film Combinatorial Library

High-throughput synthesis and characterization of novel ceramic materials with improved thermomechanical properties and phase stability are needed to accelerate the discovery of next-generation thermal barrier materials. A combinatorial thin film material library of (GdDyHoEr)2Zr2O7 were created via combinatorial magne...

Dalton A. Pearl, Jade E. Holliman, Reece Emory et al. · 0 citations