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上海科技大学知识管理系统
ShanghaiTech University Knowledge Management System
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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:20/1
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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
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:272/12
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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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收藏
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浏览/下载:224/4
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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:202/27
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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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收藏
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浏览/下载:214/29
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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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收藏
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浏览/下载:190/0
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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
;
Huang, Jianguo
;
Qiu, Yue
Adobe PDF(1844Kb)
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收藏
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浏览/下载:174/0
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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
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:324/2
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提交时间:2024/05/27
DTI
Interpretability
Graph enhancement
Prior Knowledge
Graph neural network
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:268/5
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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
Hierarchical Curriculum Learning for No-Reference Image Quality Assessment
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 卷号: 131, 期号: 11, 页码: 3074-3093
作者:
Wang, Juan
;
Chen, Zewen
;
Yuan, Chunfeng
;
Li, Bing
;
Ma, Wentao
Adobe PDF(5390Kb)
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收藏
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浏览/下载:235/0
|
提交时间:2023/08/11
Convolutional neural networks
Curricula
Image quality
Image reconstruction
Knowledge management
Semantics
Convolutional neural network
Cross-dataset quality assessment correlation
Hierarchical curriculum learning
Image quality assessment
Learn+
No-reference image quality assessment
No-reference images
Performance
Prior-knowledge
Quality assessment
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