{"product_id":"ieej-bte2025-11a3-ps-88","title":"A LSTM-based QCM Gas Sensor Transient Response Model for Binary Gas Mixture","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ：\u003c\/strong\u003e部門大会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No：\u003c\/strong\u003e11A3-PS-88\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名：\u003c\/strong\u003e【E】第42回「センサ・マイクロマシンと応用システム」シンポジウム\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日：\u003c\/strong\u003e2025\/11\/3\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語)：\u003c\/strong\u003eA LSTM-based QCM Gas Sensor Transient Response Model for Binary Gas Mixture\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名：\u003c\/strong\u003e*Bao Ziteng（Institute of Science Tokyo）, Aleixandre Manuel（Institute of Science Tokyo）, Hasegawa Shoichi（Institute of Science Tokyo）, Nakamoto Takamichi（Institute of Science Tokyo）\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語)： \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eキーワード：\u003c\/strong\u003eNeural network,LSTM,QCM gas sensor,transient response,gas mixture,Neural network,LSTM,QCM gas sensor,transient response,gas mixture\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語)：\u003c\/strong\u003eThis study employed a LSTM neural network to predict the transient responses of a QCM gas sensor to dynamically varying binary gas mixtures and optimized its hyperparameters and structure. The results confirmed that it has good prediction accuracy and significantly outperforms the linear model.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(英語)：\u003c\/strong\u003eThis study employed a LSTM neural network to predict the transient responses of a QCM gas sensor to dynamically varying binary gas mixtures and optimized its hyperparameters and structure. The results confirmed that it has good prediction accuracy and significantly outperforms the linear model.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePDFファイルサイズ：\u003c\/strong\u003e194Kバイト\u003c\/p\u003e","brand":"IEEJ-PDF","offers":[{"title":"PDFダウンロード（一般価格440円\/会員価格220円） \/ A4 \/ 2","offer_id":49650126356719,"sku":"IEEJ-BTE2025-11A3-PS-88-PDF","price":440.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-PDF_bumontaikai_9a1faaff-11ca-4c7c-83a5-cc3f14c5a3a5.png?v=1780551708","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-bte2025-11a3-ps-88","provider":"電気学会 電子図書館","version":"1.0","type":"link"}