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Dive into the research topics where Shengzhu Shi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A Taylor expansion-based texture and edge-preserving interpolation approach for arbitrary-scale image super-resolution
Wang, S., Xing, Y., Shi, S. & Guo, Z., Jan 2026, In: Pattern Recognition. 169, 111965.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
Enhanced physics-informed neural networks for PDE-constrained optimal control: A synergistic approach with adversarial attack and scale adjustment
Zhang, T., Zhang, D., Ran, Y., Guo, Z. & Shi, S., 15 Jan 2026, In: Physica A: Statistical Mechanics and its Applications. 682, 131201.Research output: Contribution to journal › Article › peer-review
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PINNs failure region localization and refinement through white-box adversarial attack
Shi, S., Li, Y., Guo, Z., Wu, B. & Zhao, Y., 1 Feb 2026, In: Neurocomputing. 664, 132055.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Adversarial Transferability in Deep Denoising Models: Theoretical Insights and Robustness Enhancement via Out-of-Distribution Typical Set Sampling
Ning, J., Sun, J., Shi, S., Guo, Z., Li, Y., Li, H. & Wu, B., 2025, In: SIAM Journal on Imaging Sciences. 18, 3, p. 1788-1827 40 p.Research output: Contribution to journal › Article › peer-review
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A local discontinuous Galerkin methods with local Lax-Friedrichs flux and modified central flux for one dimensional nonlinear convection-diffusion equation
Li, J., Guan, W., Shi, S. & Wu, B., Mar 2025, In: Applied Numerical Mathematics. 209, p. 124-139 16 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations