Zobrazeno 1 - 10
of 86
pro vyhledávání: '"YAO Yanzhong"'
Publikováno v:
Neural Networks, 2024
Current PINN implementations with sequential learning strategies often experience some weaknesses, such as the failure to reproduce the previous training results when using a single network, the difficulty to strictly ensure continuity and smoothness
Externí odkaz:
http://arxiv.org/abs/2406.12460
Publikováno v:
Renmin Zhujiang, Vol 42 (2021)
Sludge pretreatment is important to the reduction,harmlessness and recycling of sludge.In order to clarify the frontiers and hotspots of international research in the field of sludge pretreatment in the past 10 years,taking the core data collected by
Externí odkaz:
https://doaj.org/article/7a6c24f7b3034fc2ac00c0635ab407ba
Publikováno v:
Journal of Computational Physics, 2024
For multi-scale problems, the conventional physics-informed neural networks (PINNs) face some challenges in obtaining available predictions. In this paper, based on PINNs, we propose a practical deep learning framework for multi-scale problems by rec
Externí odkaz:
http://arxiv.org/abs/2308.06672
Publikováno v:
Computer Methods in Applied Mechanics and Engineering, 2023
Given the facts of the extensiveness of multi-material diffusion problems and the inability of the standard PINN(Physics-Informed Neural Networks) method for such problems, in this paper we present a novel PINN method that can accurately solve the mu
Externí odkaz:
http://arxiv.org/abs/2305.09125
Publikováno v:
Journal of Computational Physics, 2023
The physics informed neural network (PINN) is a promising method for solving time-evolution partial differential equations (PDEs). However, the standard PINN method may fail to solve the PDEs with strongly nonlinear characteristics or those with high
Externí odkaz:
http://arxiv.org/abs/2212.00798
Publikováno v:
In Neural Networks March 2025 183
Autor:
Ma, Chen, Zhang, Runjie, He, Zhe, Su, Pinjie, Wang, Lukai, Yao, Yanzhong, Zhang, Xiaojing, Liu, Xingyu, Yang, Fengshuo
Publikováno v:
In Journal of Hazardous Materials 15 September 2024 477
Autor:
Wang, Yini, Yao, Yanzhong, Han, Bingbing, Liu, Bin, Wang, Xiaozhong, Ma, Lihua, Chen, Xinping, Li, Zhaolei
Publikováno v:
In Agriculture, Ecosystems and Environment 15 August 2024 370
Publikováno v:
In Journal of Computational Physics 1 August 2024 510
Publikováno v:
In Journal of Computational Physics 15 September 2023 489