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Chinese Academy of Sciences Institutional Repositories Grid
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Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks
期刊论文
OAI收割
NONLINEAR DYNAMICS, 2024, 页码: 16
作者:
Zhang, Ying
;
Jin, Zhengrong
;
Wang L(王笼)
;
Zheng, Kaixin
;
Jia, Wantao
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/02/19
PINNs
Aircraft ground taxiing model
Fokker-Planck equations
Inverse problem
Wall shear stress and wall heat flux in a supersonic turbulent boundary layer subjected to concave surface curvature
期刊论文
OAI收割
PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 12, 页码: 29
作者:
Tong, Fulin
;
Duan, Junyi
;
Ji, Xiangxin
;
Dong, Siwei
;
Yuan, Xianxu
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/01/22
Computing the relative binding affinity of ligands based on a pairwise binding comparison network
期刊论文
OAI收割
Nature computational science, 2023, 卷号: 3, 期号: 10, 页码: 860-872
作者:
Yu, Jie
;
Li, Zhaojun
;
Chen, Geng
;
Kong, Xiangtai
;
Hu, Jie
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/03/26
Adaptive transfer learning for PINN
期刊论文
OAI收割
Journal of Computational Physics, 2023, 卷号: 490, 页码: 1 - 29
作者:
Liu Y(刘洋)
;
Liu W(刘文)
;
Yan XS
;
Guo SQ(郭帅旗)
;
Zhang CA(张陈安)
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/08/21
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:
Xiao TB(肖天白)
;
Frank, Martin
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
Rapid evaluation of capillary pressure and relative permeability for oil-water flow in tight sandstone based on a physics-informed neural network
期刊论文
OAI收割
JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2023
作者:
Ji LL(姬莉莉)
;
Xu, Fengyang
;
Lin M(林缅)
;
Jiang WB(江文滨)
;
Cao GH(曹高辉)
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/05
Two-phase flow
Capillary pressure curve
Relative permeability curve
Tight sandstone
Physics-informed neural network
Comparative assessment for pressure field reconstruction based on physics-informed neural network
期刊论文
OAI收割
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 7, 页码: 77116
作者:
Fan, Di
;
Xu, Yang
;
Wang HP(王洪平)
;
Wang, Jinjun
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/09/05
piRT-IFC: Physics-informed real-time impedance flow cytometry for the characterization of cellular intrinsic electrical properties
期刊论文
OAI收割
MICROSYSTEMS & NANOENGINEERING, 2023, 卷号: 9, 期号: 1, 页码: 10
作者:
Luan, Xiaofeng
;
Liu, Pengbin
;
Huang, Di
;
Zhao, Haiping
;
Li, Yuang
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/04
Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics
期刊论文
OAI收割
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
作者:
Xu SF(许盛峰)
;
Yan C(闫畅)
;
Zhang, Guangtao
;
Sun ZX(孙振旭)
;
Huang RF(黄仁芳)
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/09/05