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A conditional normalizing flow for domain decomposed uncertainty quantification
期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2025, 卷号: 465, 页码: 116571
作者:
Sen Li
;
Ke Li
;
Yu Liu
;
Qifeng Liao
Adobe PDF(1887Kb)
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收藏
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浏览/下载:223/4
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提交时间:2024/12/17
uncertainty quantification
domain decomposition
deep neural networks
conditional normalizing flows
PDEs
Dental Arch Development of Chinese Adolescents: A Retrospective Cross-Sectional Study
期刊论文
INTERNATIONAL DENTAL JOURNAL, 2025, 卷号: 75, 期号: 3
作者:
Liu, Chao
;
Chen, Jieyi
;
Cui, Mengjuan
;
Wang, Zhengliang
;
Shi, Wentao
Adobe PDF(2073Kb)
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收藏
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浏览/下载:19/1
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提交时间:2025/04/14
Dental arch
Growth and development
Geographical differences
Convolutional Neural networks
Chinese adolescent
An invertible neural network approach for unknown dynamical systems with application to uncertainty quantification
期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2025
作者:
He, Junjie(何俊杰)
;
Liao, Qifeng(廖奇峰)
Adobe PDF(698Kb)
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浏览/下载:74/7
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提交时间:2025/03/11
dynamical systems, invertible neural networks, uncertainty quantification, Bayesian estimation
Physically enhanced neural network for lithium-ion battery state of health estimation
期刊论文
JOURNAL OF ENERGY STORAGE, 2025, 卷号: 117
作者:
Zhou, Ziao
;
Jiang, Yuning
;
Wang, Ting
;
Shi, Yuanming
;
Cai, Haibin
Adobe PDF(1958Kb)
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收藏
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浏览/下载:34/1
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提交时间:2025/03/28
Battery Management
Data-driven methods
Energy
Energy crisis
Ion batteries
Lithium ions
Management systems
Neural-networks
Prior-knowledge
State of health
Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Pistos, Michalis
;
Li, Gang
;
Lin, Weili
;
Shen, Dinggang
;
Rekik, Islem
Adobe PDF(5127Kb)
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收藏
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浏览/下载:25/1
|
提交时间:2025/04/11
Adversarial machine learning
Contrastive Learning
Graph neural networks
Prediction models
Brain connectivity
Connectomics
Data scarcity
Graph neural networks
Learning frameworks
Longitudinal connectomic dataset
Multi-modal
Multimodal brain graph evolution prediction
Single-baseline
Trajectory prediction
DropNaE: Alleviating irregularity for large-scale graph representation learning
期刊论文
NEURAL NETWORKS, 2025, 卷号: 183
作者:
Liu, Xin
;
Xiong, Xunbin
;
Yan, Mingyu
;
Xue, Runzhen
;
Pan, Shirui
Adobe PDF(1802Kb)
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浏览/下载:118/2
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提交时间:2024/12/27
Adversarial machine learning
Federated learning
Graph algorithms
Knowledge graph
Algorithm on graph representation learning
Efficient large-scale graph representation learning
Graph neural networks
Graph representation
Irregularity
Large-scales
Neural networks trainings
Real-world graphs
Real-world scenario
Adaptive Deep Density Approximation for Stochastic Dynamical Systems
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2025, 卷号: 102, 期号: 3
作者:
He, Junjie
;
Liao, Qifeng
;
Wan, Xiaoliang
Adobe PDF(1369Kb)
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收藏
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浏览/下载:301/8
|
提交时间:2024/07/08
Stochastic dynamical systems
Continuity equation
Deep neural networks
Normalizing flows
Femtojoule optical nonlinearity for deep learning with incoherent illumination
期刊论文
SCIENCE ADVANCES, 2025, 卷号: 11, 期号: 5
作者:
Feng, Qixin
;
Uzundal, Can B.
;
Guo, Ruihan
;
Sanborn, Collin
;
Qi, Ruishi
Adobe PDF(1073Kb)
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浏览/下载:69/3
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提交时间:2025/02/17
Medical imaging
Multilayer neural networks
Nematic liquid crystals
Optical multilayers
Critical component
Energy efficient
Highly parallels
Incoherent illumination
Linear operations
Massive parallelism
Non-linear optical
Optical microdevices
Optical neural networks
Optical nonlinearity
Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309
作者:
Chen, Dongdong
;
Liu, Mengjun
;
Wang, Sheng
;
Li, Zheren
;
Bai, Lu
Adobe PDF(2248Kb)
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收藏
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浏览/下载:68/2
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提交时间:2025/02/12
Dynamic contrast enhanced MRI
Graph embeddings
Attention mechanisms
Brain connectivity
Brain disorders
Brain networks
Connectivity pattern
Effective connectivities
FMRI
Functional connectivity
Graph neural networks
Spatio-temporal graphs
Prediction of Solvate Based on Graph Attention Network
期刊论文
CRYSTAL GROWTH & DESIGN, 2025, 卷号: 25, 期号: 2
作者:
Sun, Shihui
;
Wang, Jian-Rong
;
Tang, Lei
;
Fan, Zhehuan
;
Li, Xutong
Adobe PDF(4799Kb)
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收藏
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浏览/下载:59/1
|
提交时间:2025/01/13
Physicochemical properties
Active pharmaceuticals ingredients
Attention mechanisms
Crystal properties
Crystallization process
Drug quality
Graph neural networks
Model-based OPC
Neural network model
Pharmaceutical development
Residual solvents
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