{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461647","patent":{"patent_number":"US-11461647","title":"Method of constructing prediction model that predicts number of plateable substrates, method of constructing selection model for predicting component that causes failure, and method of predicting number of plateable substrates","assignee":null,"inventors":[],"filing_date":"2019-12-06T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06F","G06F","G06N","G06N","H01L"],"num_claims":13,"abstract":"A method of the present disclosure includes: plating a plurality of substrates using a substrate holder; determining a total number of substrates that have been plated using the substrate holder until a failure occurs in the substrate holder; determining a first processable number and a second processable number; generating a first data set constituted by a combination of first condition data and the first processable number, the first condition data representing a state of a component of the substrate holder; generating a second data set constituted by a combination of second condition data and the second processable number, the second condition data representing a state of a component of the substrate holder; and optimizing a parameter of a prediction model constituted by a neural network using training data including the first data set and the second data set."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method of constructing prediction model that predicts number of plateable substrates, method of constructing selection model for predicting component that causes failure, and method of predicting number of plateable substrates","description":"A method of the present disclosure includes: plating a plurality of substrates using a substrate holder; determining a total number of substrates that have been plated using the substrate holder until","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461647","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11461647","citation_suggestion":"Patentable. \"Method of constructing prediction model that predicts number of plateable substrates, method of constructing selection model for predicting component that causes failure, and method of predicting number of plateable substrates\" (US-11461647). https://patentable.app/patents/US-11461647","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461647","json":"https://patentable.app/api/llm-context/US-11461647","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:26:12.326Z"}