Yichai Qian on Muck Rack

Yichai Qian

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Articles

Emotion-driven front-end design of NEVs using an improved LSTM with LDA-based emotion mining

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By Cheng Yu, Yuanbo Li, Yichai Qian
| Nature Verified
Abstract Due to the inherent subjectivity of Kansei perception, aligning the front-end styling of new energy vehicles (NEVs) with users’ emotional preferences remains a complex challenge. This study proposes a data-driven framework integrating semantic mining and deep learning to quantify and optimize such emotional responses.
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