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期刊论文 [44]
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Isogeometric Convolution Hierarchical Deep-learning Neural Network: Isogeometric analysis with versatile adaptivity
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 卷号: 417, 页码: 46
作者:
Zhang, Lei
;
Park, Chanwook
;
Lu, Ye
;
Li, Hengyang
;
Mojumder, Satyajit
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/08
Convolution isogeometric analysis (C-IGA)
Convolution hierarchical deep-learning neural network (C-hiDeNN)
Software 2.0
r-h-p-s-a adaptive finite element method (FEM)
High-order smoothness and convergence
Discovery of PDEs driven by data with sharp gradient or discontinuity
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 卷号: 140, 页码: 33-43
作者:
Wang, Kang
;
Zhang L(张磊)
;
Tang, Shaoqiang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/06/15
System identification
Partial differential equations
Gaussian process
Discontinuous data
Machine learning
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
期刊论文
COMPUTATIONAL MECHANICS, 2023
作者:
Lu, Ye
;
Li, Hengyang
;
Zhang L(张磊)
;
Park, Chanwook
;
Mojumder, Satyajit
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/06/15
Convolution FEM and HiDeNN
Tensor decomposition
Reduced order modeling
Additive manufacturing
High-order smoothness
Isogeometric analysis (IGA)
Learning chaotic systems from noisy data via multi-step optimization and adaptive training
期刊论文
CHAOS, 2022, 卷号: 32, 期号: 12, 页码: 16
作者:
Zhang, Lei
;
Tang, Shaoqiang
;
He, Guowei
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/01/12
HiDeNN-TD: Reduced-order hierarchical deep learning neural networks
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 389, 页码: 33
作者:
Zhang L(张磊)
;
Lu, Ye
;
Tang, Shaoqiang
;
Liu, Wing Kam
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  |  
浏览/下载:46/0
  |  
提交时间:2022/02/17
Hierarchical deep-learning neural networks
Proper generalized decomposition
Canonical tensor decomposition
Reduced order finite element method
Convergence study and error bound
ChinaSpec: A Network for Long-Term Ground-Based Measurements of Solar-Induced Fluorescence in China
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2021, 卷号: 126, 期号: 3, 页码: 25
作者:
Zhang, Yongguang
;
Zhang, Qian
;
Liu, Liangyun
;
Zhang, Yangjian
;
Wang, Shaoqiang
收藏
  |  
浏览/下载:111/0
  |  
提交时间:2021/06/10
biosphere‐
atmosphere carbon exchange
ChinaSpec
eddy covariance flux
ground‐
based continuous measurements
solar‐
induced chlorophyll fluorescence (SIF)
terrestrial photosynthesis
Altered trends in carbon uptake in China's terrestrial ecosystems under the enhanced summer monsoon and warming hiatus
期刊论文
NATIONAL SCIENCE REVIEW, 2019, 卷号: 6, 期号: 3, 页码: 505-514
作者:
He, Honglin
;
Wang, Shaoqiang
;
Zhang, Li
;
Wang, Junbang
;
Ren, Xiaoli
收藏
  |  
浏览/下载:86/0
  |  
提交时间:2019/09/24
climate change
Asian summer monsoon
warming hiatus
biogeochemical modeling
ecosystem carbon dynamics
Clustering discretization methods for generation of material performance databases in machine learning and design optimization
期刊论文
COMPUTATIONAL MECHANICS, 2019, 卷号: 64, 页码: 281-305
作者:
Li, Hengyang
;
Kafka, Orion L.
;
Gao, Jiaying
;
Yu, Cheng
;
Nie, Yinghao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/02
Machine learning
Reduced order modeling
Materials database
Heterogeneous materials
Multiscale design optimization
Dysfunctional connectivity between raphe nucleus and subcortical regions presented opposite differences in bipolar disorder and major depressive disorder
期刊论文
Progress in Neuro-Psychopharmacology and Biological Psychiatry, 2019, 卷号: Vol.92, 页码: 76-82
作者:
Shaoqiang Han
;
Zongling He
;
Xujun Duan
;
Qin Tang
;
Yuyan Chen
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/13
Depression
Raphe
nucleus
Functional
connectivity
Serotonin
Altered trends in carbon uptake in China's terrestrial ecosystems under the enhanced summer monsoon and warming hiatus
期刊论文
NATIONAL SCIENCE REVIEW, 2019, 卷号: 6, 期号: 3, 页码: 505-514
作者:
He, Honglin
;
Wang, Shaoqiang
;
Zhang, Li
;
Wang, Junbang
;
Ren, Xiaoli
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/01/06
climate change
Asian summer monsoon
warming hiatus
biogeochemical modeling
ecosystem carbon dynamics
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