Quantum system selection via coupling map comparison
Systems/techniques are provided that facilitate quantum system selection via coupling graph comparison. In various embodiments, the system may access a quantum machine learning (QML) model. In various aspects, the system may identify a quantum computing system for the QML model from a set of quantum...
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| creator | RASTONKOV VLADIMIR WEINER JEFFREY S FLOSSER, FORREST, F |
| description | Systems/techniques are provided that facilitate quantum system selection via coupling graph comparison. In various embodiments, the system may access a quantum machine learning (QML) model. In various aspects, the system may identify a quantum computing system for the QML model from a set of quantum computing systems based on a comparison between a first coupling map of the quantum computing system and a second coupling map on which the QML model is trained. If the second coupling graph topologically matches the first coupling graph or topologically matches a sub-graph of the first coupling graph, the system may execute the QML model on the quantum computing system. Otherwise, the system may adjust the QML model and may execute the adjusted QML model on the quantum computing system accordingly.
提供了经由耦合图比较来促进量子系统选择的系统/技术。在不同实施例中，系统可以访问量子机器学习(QML)模型。在不同方面中，该系统可以基于该量子计算系统的第一耦合图与在其上训练该QML模型的第二耦合图之间的比较从一组量子计算系统中识别用于该QML模型的量子计算系统。如果第二耦合图在拓扑上与第一耦合图匹配或者在拓扑上与第一耦合图的子图匹配，则系统可以在量子计算系统上执行QML模型。否则，该系统可以调整该QML模型并且可以相应地在该量子计 |
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提供了经由耦合图比较来促进量子系统选择的系统/技术。在不同实施例中，系统可以访问量子机器学习(QML)模型。在不同方面中，该系统可以基于该量子计算系统的第一耦合图与在其上训练该QML模型的第二耦合图之间的比较从一组量子计算系统中识别用于该QML模型的量子计算系统。如果第二耦合图在拓扑上与第一耦合图匹配或者在拓扑上与第一耦合图的子图匹配，则系统可以在量子计算系统上执行QML模型。否则，该系统可以调整该QML模型并且可以相应地在该量子计</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; PHYSICS</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240130&DB=EPODOC&CC=CN&NR=117474108A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76289</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240130&DB=EPODOC&CC=CN&NR=117474108A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>RASTONKOV VLADIMIR</creatorcontrib><creatorcontrib>WEINER JEFFREY S</creatorcontrib><creatorcontrib>FLOSSER, FORREST, F</creatorcontrib><title>Quantum system selection via coupling map comparison</title><description>Systems/techniques are provided that facilitate quantum system selection via coupling graph comparison. In various embodiments, the system may access a quantum machine learning (QML) model. In various aspects, the system may identify a quantum computing system for the QML model from a set of quantum computing systems based on a comparison between a first coupling map of the quantum computing system and a second coupling map on which the QML model is trained. If the second coupling graph topologically matches the first coupling graph or topologically matches a sub-graph of the first coupling graph, the system may execute the QML model on the quantum computing system. Otherwise, the system may adjust the QML model and may execute the adjusted QML model on the quantum computing system accordingly.
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提供了经由耦合图比较来促进量子系统选择的系统/技术。在不同实施例中，系统可以访问量子机器学习(QML)模型。在不同方面中，该系统可以基于该量子计算系统的第一耦合图与在其上训练该QML模型的第二耦合图之间的比较从一组量子计算系统中识别用于该QML模型的量子计算系统。如果第二耦合图在拓扑上与第一耦合图匹配或者在拓扑上与第一耦合图的子图匹配，则系统可以在量子计算系统上执行QML模型。否则，该系统可以调整该QML模型并且可以相应地在该量子计</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS |
| title | Quantum system selection via coupling map comparison |
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