Author

Matthew J. McDermott

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Preprint Sep 2026

Combining physical models with dynamically acquired experimental information for the optimization of multicomponent NASICON fast ionic conductors in a self-driving laboratory

Elemental substitution within existing structural frameworks is a widely applied strategy for developing advanced materials. Yet, optimizing target properties while maintaining phase purity usually demands extensive trial-and-error, which becomes substantially inefficient when navigating a complex design space. Here, w...

Bernardus Rendy, Yu-Xing Fei, T. He et al. · 0 citations

Review Jul 2026

The Precursor Genome: A Pairwise Reaction Dataset for Solid-State Synthesis

Solid-state reactions remain the dominant route to inorganic materials, yet no large, machine-readable dataset reports their experimental protocols and outcomes with consistent provenance; this gap obstructs first-principles, data-driven, and machine-learning approaches to synthesis science. Here, we present the Precur...

Lauren N. Walters, Matthew J. McDermott, Bernardus Rendy et al. · 0 citations