Expert-in-the-loop AI for materials discovery

Expert-in-the-loop AI for materials discovery

A set of material candidates expected to yield materials with target properties can be generated. A subject matter expert's decision indicating accepted and rejected material candidates from the set of material candidates can be received. Based on the subject matter expert's input, a machi...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Narayan, Chandrasekhar, Gruhl, Daniel, Kato, Linda Ha, Gentile, Anna Lisa, Zubarev, Dmitry, Park, Nathaniel H, Hedrick, James L, Alba, Alfredo, DeLuca, Chad Eric, Welch, Steven R, Ristoski, Petar, Sanders, Daniel Paul
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A set of material candidates expected to yield materials with target properties can be generated. A subject matter expert's decision indicating accepted and rejected material candidates from the set of material candidates can be received. Based on the subject matter expert's input, a machine learning model can be trained to replicate the subject matter expert's decision.