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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:42/1
|
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
A Novel Parameter-dependent Input Normalization-based Direct MRAC with Unknown Control Direction
会议论文
2024 IEEE 63RD CONFERENCE ON DECISION AND CONTROL (CDC), Milan, Italy, 16-19 Dec. 2024
作者:
Yizhou Gong
;
Gilberto Pin
;
Yanjun Zhang
;
Yang Wang
Adobe PDF(574Kb)
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浏览/下载:292/12
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提交时间:2024/09/18
Model reference adaptive control
Dependent inputs
Direct modelling
High frequency gain
Model-reference adaptive controls
Normalisation
Parameter dependents
Prior-knowledge
Relative degrees
Unknown control direction
Upper Bound
Prior Knowledge-Guided Triple-Domain Transformer-GAN for Direct PET Reconstruction From Low-Count Sinograms
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 12
作者:
Jiaqi Cui
;
Pinxian Zeng
;
Xinyi Zeng
;
Yuanyuan Xu
;
Peng Wang
Adobe PDF(2441Kb)
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浏览/下载:237/4
|
提交时间:2024/06/17
Image reconstruction
Frequency-domain analysis
Positron emission tomography
Transformers
Imaging
Training
Reconstruction algorithms
Positron emission tomography (PET) reconstruction
triple-domain
prior knowledge
global-local frequency parser
transformer
Monocular Human-Object Reconstruction in the Wild
会议论文
MM 2024 - PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Melbourne, VIC, Australia, October 28, 2024 - November 1, 2024
作者:
Huo, Chaofan
;
Shi, Ye
;
Wang, Jingya
Adobe PDF(17314Kb)
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浏览/下载:230/38
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提交时间:2024/12/13
3D modeling
Neural networks
Three dimensional computer graphics
2D images
3D computer vision
3D spaces
Human-object interaction
Human-object interaction reconstruction
Learn+
Object reconstruction
Prior-knowledge
Spatial relations
Supervised methods
Automated Contrastive Learning Strategy Search for Time Series
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Boise, ID, United states, October 21, 2024 - October 25, 2024
作者:
Jing, Baoyu
;
Wang, Yansen
;
Sui, Guoxin
;
Hong, Jing
;
He, Jingrui
Adobe PDF(1673Kb)
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浏览/下载:241/42
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提交时间:2024/12/13
Adversarial machine learning
Federated learning
Reinforcement learning
Automated machine learning
Automated machines
Learn+
Learning paradigms
Learning strategy
Machine-learning
MicroSoft
Performance
Prior-knowledge
Times series
Generic protein-ligand interaction scoring by integrating physical prior knowledge and data augmentation modelling
期刊论文
NATURE MACHINE INTELLIGENCE, 2024, 卷号: 6, 期号: 6, 页码: 688-700
作者:
Cao, Duanhua
;
Chen, Geng
;
Jiang, Jiaxin
;
Yu, Jie
;
Zhang, Runze
Adobe PDF(3326Kb)
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浏览/下载:204/0
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提交时间:2024/06/17
Graph neural networks
Lead compounds
Proteins
Data augmentation
Data-driven methods
Docking methods
Graph neural networks
Heterogeneous graph
Prior-knowledge
Protein-ligand interactions
Robust methods
Standing problems
Training data
Koopman operator learning using invertible neural networks
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 501
作者:
Meng, Yuhuang
Adobe PDF(1844Kb)
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浏览/下载:193/0
|
提交时间:2024/02/23
Linear systems
Coupling flow
Dynamic mode decompositions
Finite dimensional
Invariant subspace
Invertible neural network
Koopman operator
Neural-networks
Operator learning
Operator theory
Prior-knowledge
Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 1083-1097
作者:
Zhentao Liu
;
Yu Fang
;
Changjian Li
;
Han Wu
;
Yuan Liu
Adobe PDF(2659Kb)
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浏览/下载:282/5
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提交时间:2024/10/21
3D reconstruction
Computerized tomography
Deep neural networks
Volume rendering
Computed tomography images
Cone-beam computed tomography
Geometry awareness
High quality
Multi-view consistence
Multi-views
Prior-knowledge
Sparse-view cone beam computed tomography reconstruction
Tomography reconstruction
X-ray projections
GENNDTI: Drug-target interaction prediction using graph neural network enhanced by router nodes
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-12
作者:
Beiyuan Yang
;
Yule Liu
;
Junfeng Wu
;
Fang Bai
;
Mingyue Zheng
Adobe PDF(2167Kb)
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收藏
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浏览/下载:339/2
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提交时间:2024/05/27
DTI
Interpretability
Graph enhancement
Prior Knowledge
Graph neural network
Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), San Carlos de Bariloche, Argentina, June 18, 2023 - June 23, 2023
作者:
Huang, Shijie
;
Chen, Geng
;
Sun, Kaicong
;
Cui, Zhiming
;
Zhang, Xukun
Adobe PDF(5874Kb)
|
收藏
|
浏览/下载:369/1
|
提交时间:2023/07/21
Image reconstruction
Magnetic resonance imaging
Medical imaging
Optical resolving power
Tissue
Anatomical priors
Brain MRI
Brian tissue segmentation
Fetal brain
Prior anatomical knowledge
Reconstruction method
Super-resolution reconstruction
Tissue segmentation
Volume registration
Volumetric reconstruction
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