中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [35]
计算技术研究所 [5]
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期刊论文 [61]
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Equivariance is essential, local representation is a need: A comprehensive and critical study of machine learning potentials for tobermorite phases
期刊论文
OAI收割
COMPUTATIONAL MATERIALS SCIENCE, 2025, 卷号: 246, 页码: 14
作者:
Zhu, Keming
;
Zhang, Zhibin
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/06
Machine learning potential
Tobermorite
Density functional theory
Molecular dynamics
Towards generalizable Graph Contrastive Learning: An information theory perspective
期刊论文
OAI收割
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:
Yuan, Yige
;
Xu, Bingbing
;
Shen, Huawei
;
Cao, Qi
;
Cen, Keting
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/05/20
Graph Contrastive Learning
Generalization
Information theory
An Incentive Mechanism for Federated Learning: A Continuous Zero-Determinant Strategy Approach
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 88-102
作者:
Changbing Tang
;
Baosen Yang
;
Xiaodong Xie
;
Guanrong Chen
;
Mohammed A. A. Al-qaness
  |  
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2024/01/02
Federated learning (FL)
game theory
incentive mechanism
machine learning
zero-determinant strategy
Interpretability of Neural Networks Based on Game-theoretic Interactions
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者:
Huilin Zhou
;
Jie Ren
;
Huiqi Deng
;
Xu Cheng
;
Jinpeng Zhang
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/07/18
Model interpretability and transparency
explainable AI
game theory
interaction
deep learning
An Empirical Study on Google Research Football Multi-agent Scenarios
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 549-570
作者:
Yan Song
;
He Jiang
;
Zheng Tian
;
Haifeng Zhang
;
Yingping Zhang
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory
KiT-RT: An Extendable Framework for Radiative Transfer and Therapy
期刊论文
OAI收割
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2023, 卷号: 49, 期号: 4, 页码: 38
作者:
Kusch, Jonas
;
Schotthofer, Steffen
;
Stammer, Pia
;
Wolters, Jannick
;
Xiao TB(肖天白)
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/06/04
Kinetic theory
radiation transport
radiation therapy
finite volume methods
machine learning
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:20/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
Predicting continuum breakdown with deep neural networks
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
作者:
Xiao TB(肖天白)
;
Schotthoefer, Steffen
;
Frank, Martin
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/09/05
Computational fluid dynamics
Kinetic theory
Boltzmann equation
Multi-scale method
Deep learning
Evaluation of Simulated CO
2
Point Source Plumes from High-Resolution Atmospheric Transport Model
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15
作者:
Li, Chao
;
Wang, Xianhua
;
Ye, Hanhan
;
Wu, Shichao
;
Shi, Hailiang
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2023/11/10
CO2 point source
the Lagrangian Particle Dispersion Theory Model
the Adaptive Deep Learning Location Matching Method
high-resolution DEM and artificial building elements
wind field distribution
CO2 plume morphology
aerial flight observations
Mixture of personality improved spiking actor network for efficient multi-agent cooperation
期刊论文
OAI收割
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 14
作者:
Li, Xiyun
;
Ni, Ziyi
;
Ruan, Jingqing
;
Meng, Linghui
;
Shi, Jing
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/11/17
multi-agent cooperation
personality theory
spiking actor networks
multi-agent reinforcement learning
theory of mind