46 citations · 48 across the 3 of their papers we have counts for
3 papers
Autonomous decision making for solid-state synthesis of inorganic materials
Nathan J. Szymanski, Pragnay Nevatia, Christopher J. Bartel +2
To aid in the automation of inorganic materials synthesis, we introduce an algorithm (ARROWS3) that guides the selection of precursors used in solid-state reactions. Given a target…
ULSA: Unified Language of Synthesis Actions for Representation of Synthesis Protocols
Zheren Wang, Kevin Cruse, Yuxing Fei +7
Applying AI power to predict syntheses of novel materials requires high-quality, large-scale datasets. Extraction of synthesis information from scientific publications is still cha…
Dataset of Solution-based Inorganic Materials Synthesis Recipes Extracted from the Scientific Literature
Zheren Wang, Olga Kononova, Kevin Cruse +8
The development of a materials synthesis route is usually based on heuristics and experience. A possible new approach would be to apply data-driven approaches to learn the patterns…