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Quantum support vector machines for aerodynamic classification #3289

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github-nakasho opened this issue Aug 16, 2022 · 0 comments
Open

Quantum support vector machines for aerodynamic classification #3289

github-nakasho opened this issue Aug 16, 2022 · 0 comments
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量子アニーリング・断熱量子計算

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@github-nakasho
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論文概要

QAベースの量子サポートベクターマシン(qSVM)を、空気力学に応用。流れの分離の有無の識別に対し、古典は0.818、qSVMは0.909の精度だった。さらにone-against-allアルゴリズムベースの多クラスqSVMsも開発。あとで読んでみたい。

論文を理解する上で重要な図など

Screen Shot 2022-08-16 at 10 36 35 AM

Screen Shot 2022-08-16 at 10 36 43 AM

Screen Shot 2022-08-16 at 10 36 52 AM

Screen Shot 2022-08-16 at 10 37 01 AM

論文リンク

https://arxiv.org/abs/2208.07138
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