File:AI Descartes system overview (an AI scientist).webp

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Summary

Description
English: "Colored components correspond to our system, and gray components indicate standard techniques for scientific discovery (human-driven or artificial) that have not been integrated into the current system. The colors match the respective components of the discovery cycle of Fig. 2. The present system generates hypotheses from data using symbolic regression, which are posed as conjectures to an automated deductive reasoning system, which proves or disproves them based on background theory or provides reasoning-based quality measures."
Date
Source https://www.nature.com/articles/s41467-023-37236-y
Author Authors of the study: Cristina Cornelio, Sanjeeb Dash, Vernon Austel, Tyler R. Josephson, Joao Goncalves, Kenneth L. Clarkson, Nimrod Megiddo, Bachir El Khadir & Lior Horesh

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Captions

From the study "Combining data and theory for derivable scientific discovery with AI-Descartes"

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12 April 2023

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current22:46, 8 June 2023Thumbnail for version as of 22:46, 8 June 20232,002 × 920 (106 KB)PrototyperspectiveUploaded a work by Authors of the study: Cristina Cornelio, Sanjeeb Dash, Vernon Austel, Tyler R. Josephson, Joao Goncalves, Kenneth L. Clarkson, Nimrod Megiddo, Bachir El Khadir & Lior Horesh from https://www.nature.com/articles/s41467-023-37236-y with UploadWizard
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