{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11273553","patent":{"patent_number":"US-11273553","title":"Adapting simulation data to real-world conditions encountered by physical processes","assignee":null,"inventors":[],"filing_date":"2018-05-31T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["B25J","B25J","B25J","B25J","G05B","G06F","G06N","G06N","G06N","G06T","G05B","G05B"],"num_claims":20,"abstract":"One embodiment of the present invention sets forth a technique for generating simulated training data for a physical process. The technique includes receiving, as input to at least one machine learning model, a first simulated image of a first object, wherein the at least one machine learning model includes mappings between simulated images generated from models of physical objects and real-world images of the physical objects. The technique also includes performing, by the at least one machine learning model, one or more operations on the first simulated image to generate a first augmented image of the first object. The technique further includes transmitting the first augmented image to a training pipeline for an additional machine learning model that controls a behavior of the physical process."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Adapting simulation data to real-world conditions encountered by physical processes","description":"One embodiment of the present invention sets forth a technique for generating simulated training data for a physical process. The technique includes receiving, as input to at least one machine learnin","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11273553","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-11273553","citation_suggestion":"Patentable. \"Adapting simulation data to real-world conditions encountered by physical processes\" (US-11273553). https://patentable.app/patents/US-11273553","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11273553","json":"https://patentable.app/api/llm-context/US-11273553","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T15:00:08.259Z"}