Zobrazeno 1 - 10
of 366
pro vyhledávání: '"Jiao, Zhe"'
The aim of this work is to develop deep learning-based algorithms for high-dimensional stochastic control problems based on physics-informed learning and dynamic programming. Unlike classical deep learning-based methods relying on a probabilistic rep
Externí odkaz:
http://arxiv.org/abs/2402.15592
Autor:
Jiao, Zhe, Keller-Ressel, Martin
It has repeatedly been observed that loss minimization by stochastic gradient descent (SGD) leads to heavy-tailed distributions of neural network parameters. Here, we analyze a continuous diffusion approximation of SGD, called homogenized stochastic
Externí odkaz:
http://arxiv.org/abs/2402.01382
Autor:
Wu Sifan, Sheng Qiqi, Liu Pengjun, Jiao Zhe, Lv Jinru, Qiao Rong, Xie Dongkun, Wang Zanhan, Ge Jiamei, Li Penghui, Wei Tiaoxia, Lei Jie, Fan Jieyi, Wang Liang
Publikováno v:
Acta Biochimica et Biophysica Sinica, Vol 56, Pp 379-392 (2024)
Patients diagnosed with non-small cell lung cancer (NSCLC) have a limited lifespan and exhibit poor immunotherapy outcomes. M1 macrophages have been found to be essential for antitumor immunity. This study aims to develop an immunotherapy response ev
Externí odkaz:
https://doaj.org/article/81f789c617bc437aaa0ada455d9cb2ae
We are concerned with the dynamical behavior of solutions to semilinear wave systems with time-varying damping and nonconvex force potential. Our result shows that the dynamical behavior of solution is asymptotically stable without any bifurcation an
Externí odkaz:
http://arxiv.org/abs/2203.06312
This paper concerns about the stability for the acoustic wave motion with boundary frictions and random forces. We will show there exists a unique invariant measure for the stochastic evolution equation associated with this acoustic wave motion, and
Externí odkaz:
http://arxiv.org/abs/2203.04481
Autor:
Jiao, Zhe, Zhang, Xiaolin, Chen, Weibin, Guo, Zongning, Huang, Binyu, Ru, Jiantao, Huang, Xuelin, Liu, Jinbin
Publikováno v:
In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 5 October 2024 318
Autor:
Yang, Xiyue, Chu, Fang, Jiao, Zhe, Yu, Hao, Yang, Wenjing, Li, Yang, Lu, Chunqing, Ma, Hao, Wang, Sheng, Liu, Zhipeng, Qin, Shaoxiao, Sun, Hongna
Publikováno v:
In Ecotoxicology and Environmental Safety 15 September 2024 283
Autor:
Yang, Wenjing, Lu, Chunqing, Chu, Fang, Bu, Keming, Ma, Hao, Wang, Qiaoyu, Jiao, Zhe, Wang, Sheng, Yang, Xiyue, Gao, Yanhui, Sun, Dianjun, Sun, Hongna
Publikováno v:
In Ecotoxicology and Environmental Safety August 2024 281
We are concerned about the averaging principle for the stochastic Burgers equation with slow-fast time scale. This slow-fast system is driven by L\'{e}vy processes. Under some appropriate conditions, we show that the slow component of this system str
Externí odkaz:
http://arxiv.org/abs/2112.05906
Autor:
Qi, Mingyu, Yang, Mengfang, Luo, Ruxue, Fang, Lingying, Chen, Yixi, Gao, Jianuo, Jiao, Zhe, Shi, Yuejun, Peng, Guiqing
Publikováno v:
In Veterinary Microbiology November 2024 298