Guannan Zhang
Articles
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Dec 4, 2024 |
onlinelibrary.wiley.com | Tony Shi |Hoang Tran |Guannan Zhang |Mason Ma
References 1 and , “Automated Reverse Engineering of Nonlinear Dynamical Systems,” Proceedings of the National Academy of Sciences 104, no. 24 (2007): 9943–9948. 2 and , “Distilling Free-Form Natural Laws From Experimental Data,” Science 324, no. 5923 (2009): 81–85. 3, , and , “Machine Learning of Linear Differential Equations Using Gaussian Processes,” Journal of Computational Physics 348 (2017): 683–693.
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Nov 18, 2024 |
onlinelibrary.wiley.com | Guannan Zhang |Zehao Li |Engineering Taiyuan |Menlin Sun
1 Introduction Despite significant advancements in the development of artificial bone implants, infections resulting from bacterial biofilms continue to pose a major challenge to implant longevity and functionality.[1] In the conventional management of implant-related infections, the inappropriate use of antibiotics can compromise the patient's immune system and lead to numerous side effects, notably the emergence of drug-resistant bacteria.[2] The discovery that the special surface...
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Oct 11, 2024 |
arxiv.org | Olena Burkovska |Lili Ju |Guannan Zhang |Max Gunzburger
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Oct 4, 2024 |
arxiv.org | Yuan Chen |Dongbin Xiu |Guannan Zhang
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Oct 3, 2024 |
arxiv.org | Zezhong Zhang |Guannan Zhang
[Submitted on 3 Oct 2024] Title:Nonuniform random feature models using derivative information View a PDF of the paper titled Nonuniform random feature models using derivative information, by Konstantin Pieper and Zezhong Zhang and Guannan Zhang View PDF HTML (experimental) Abstract:We propose nonuniform data-driven parameter distributions for neural network initialization based on derivative data of the function to be approximated.
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