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Dive into the research topics where Zhengni Yang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Enhancing Material Characterization: Multi-Fidelity Deep Neural Network for Stress-Strain Curve Prediction from Small Punch Test Data
Yang, Z., Yang, R., Han, W., Kang, W., Chen, X. & Dong, R., Mar 2026, In: IEEE Transactions on Instrumentation and Measurement.Research output: Contribution to journal › Article › peer-review
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Cross-material stress-strain prediction: A Seq2Seq transfer approach with small punch data
Yang, Z., Yang, R., Han, W., Kang, W., Zhang, J., Tong, C., Kong, J. & Chen, X., 14 Oct 2025, In: Neurocomputing. 650, 130914.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Enhancing Stress-Strain Predictions with Seq2Seq and Cross-Attention based on Small Punch Test
Yang, Z., Yang, R. & Liu, Q., 2025.Research output: Contribution to conference › Paper › peer-review
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Machine learning-based extraction of mechanical properties from multi-fidelity small punch test data
Yang, Z. N., Zou, J., Huang, L., Yang, R., Zhang, J. Y., Tong, C., Kong, J. Y., Zhan, Z. F. & Liu, Q., Sept 2025, In: Advances in Manufacturing. 13, 3, p. 511-524 14 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Rolling bearing incipient fault diagnosis method based on improved transfer learning with hybrid feature extraction
Yang, Z., Yang, R. & Huang, M., 26 Nov 2021, In: Sensors. 21, 23, 7894.Research output: Contribution to journal › Article › peer-review
Open Access29 Citations (Scopus)