Trajectory tracking on the optimal path of two-dimensional quadratic barrier escaping
文献类型：期刊论文
| 作者 | Zhao, Zengxuan1; Zhang, Xiuying1; Zhao, Pengchen1; Wang, Chunyang1,2; Xia, Chunlei2; Imran, Mushtaq Rana1; Nyasulu, Joelous Malamula1 |
| 刊名 | CHINESE PHYSICS B
 |
| 出版日期 | 2025-05-01 |
| 卷号 | 34期号:5页码:4 |
| 关键词 | trajectory tracking optimal path two-dimensional barrier escaping deep learning |
| ISSN号 | 1674-1056 |
| DOI | 10.1088/1674-1056/adcb99 |
| 通讯作者 | Wang, Chunyang(wchy@foxmail.com) |
| 英文摘要 | The diffusion trajectory of a Brownian particle passing over the saddle point of a two-dimensional quadratic potential energy surface is tracked in detail according to the deep learning strategies. Generative adversarial networks (GANs) emanating in the category of machine learning (ML) frameworks are used to generate and assess the rationality of the data. While their optimization is based on the long short-term memory (LSTM) strategies. In addition to drawing a heat map, the optimal path of two-dimensional (2D) diffusion is simultaneously demonstrated in a stereoscopic space. The results of our simulation are completely consistent with the previous theoretical predictions. |
| WOS关键词 | ION FUSION REACTIONS ; THERMAL FLUCTUATIONS |
| WOS研究方向 | Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:001488578300001 |
| 资助机构 | Natural Science Foundation of Shandong Province ; Innovation Project for Graduate Students of Ludong University ; LSTM |
| 源URL | [http://ir.yic.ac.cn/handle/133337/40963]  |
| 专题 | 烟台海岸带研究所_中科院海岸带环境过程与生态修复重点实验室 |
| 通讯作者 | Wang, Chunyang |
| 作者单位 | 1.Ludong Univ, Inst Theoret Phys, Sch Phys & Optoelect Engn, Yantai 264025, Peoples R China 2.Chinese Acad Sci, Yantai Inst Coastal Zone Res, Yantai 264003, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhao, Zengxuan,Zhang, Xiuying,Zhao, Pengchen,et al. Trajectory tracking on the optimal path of two-dimensional quadratic barrier escaping[J]. CHINESE PHYSICS B,2025,34(5):4. |
| APA | Zhao, Zengxuan.,Zhang, Xiuying.,Zhao, Pengchen.,Wang, Chunyang.,Xia, Chunlei.,...&Nyasulu, Joelous Malamula.(2025).Trajectory tracking on the optimal path of two-dimensional quadratic barrier escaping.CHINESE PHYSICS B,34(5),4. |
| MLA | Zhao, Zengxuan,et al."Trajectory tracking on the optimal path of two-dimensional quadratic barrier escaping".CHINESE PHYSICS B 34.5(2025):4. |
入库方式： OAI收割
来源：烟台海岸带研究所
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