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Hyper-parameter optimization for improving the performance of localization in an iterative ensemble smoother
期刊论文
GEOENERGY SCIENCE AND ENGINEERING, 2023, 卷号: 231, 页码: 20
Authors:
Luo, Xiaodong
;
Cruz, William C.
;
Zhang, Xin-Lei
;
Xiao, Heng
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  |  
View/Download:34/0
  |  
Submit date:2024/01/08
Ensemble data assimilation
Iterative ensemble smoother (IES)
Automatic and adaptive localization
(AutoAdaLoc)
Parameterized localization
Continuous hyper-parameter OPtimization
(CHOP)
数据驱动的爆轰波化学反应加速计算方法研究
学位论文
博士论文,北京: 中国科学院大学, 2023
Authors:
杨瑞鑫
Adobe PDF(6399Kb)
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View/Download:66/9
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Submit date:2023/06/26
爆轰波
化学反应面
GPU 加速
简化机理
遗传算法
神经网络
基于模型与数据驱动相结合的嵌入式大气数据系统算法研究
学位论文
博士论文,北京: 中国科学院大学, 2023
Authors:
刘洋
Adobe PDF(9249Kb)
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View/Download:131/14
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Submit date:2023/07/03
大气数据系统,嵌入式大气数据系统,模型驱动,数据驱动,神经网络
Self-Propelled Swimming of a Flexible Propulsor Actuated by a Distributed Active Moment
期刊论文
Fluids, 2023, 卷号: 8, 期号: 1, 页码: 29
Authors:
Han CH(韩长鸿)
;
Zhang ZY(张治愚)
;
Zhang X(张星)
Adobe PDF(2670Kb)
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View/Download:142/35
  |  
Submit date:2023/01/17
self-propulsion
ground effect
turning maneuver
flexible propulsor
fluid-structure interaction
active moment
traveling wave
cruising speed
cost of transport
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 卷号: 66, 期号: 1, 页码: 141-154
Authors:
Chen XJ(陈贤佳)
;
Yuan, Zheng
;
Li, Qiang
;
Sun, ShouGuang
;
Wei YJ(魏宇杰)
Adobe PDF(2512Kb)
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View/Download:239/74
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Submit date:2023/02/09
load spectrum
computational mechanics
deep learning
data-driven modeling
gated recurrent unit neural network
基于机器学习的干酪根热演化与流动的量子力学机制研究
学位论文
硕士论文,北京: 中国科学院大学, 2022
Authors:
马骏
Adobe PDF(4603Kb)
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View/Download:173/5
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Submit date:2023/01/09
干酪根热演化,不可压缩薛定谔流动,机器学习,量子力学,轨道杂化
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
Authors:
Zhang, Lei
;
Tang, Shaoqiang
;
He GW(何国威)
Adobe PDF(2127Kb)
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View/Download:124/29
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Submit date:2023/01/12
Phase-Field Simulation on the Effect of Second-Phase Particles on Abnormal Growth of Goss Grains in Fe-3%Si Steels
期刊论文
NANOMATERIALS, 2022, 卷号: 12, 期号: 23, 页码: 20
Authors:
Wang,Mingtao
;
Xu,Yongkai
;
Hu,Jinlong
;
Fang,Feng
;
Jin,Jianfeng
;
Jia,Tao
;
Peng Q(彭庆)
Adobe PDF(10062Kb)
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Submit date:2023/02/03
phase-field simulation
abnormal grain growth
Fe-3%Si steel
second-phase particle
Goss grain
Deep learning method for the super-resolution reconstruction of small-scale motions in large-eddy simulation
期刊论文
AIP ADVANCES, 2022, 卷号: 12, 期号: 12, 页码: 9
Authors:
Zhao QY(赵庆义)
;
Jin GD(晋国栋)
;
Zhou ZD(周志登)
Adobe PDF(10288Kb)
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Submit date:2023/02/03
基于机器学习的干酪根分子重构及裂解化学-力学机制研究
学位论文
博士论文,北京: 中国科学院大学, 2022
Authors:
康 东亮
Adobe PDF(9633Kb)
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View/Download:156/8
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Submit date:2023/01/13
力能学
组合爆炸
机器学习
干酪根分子重构
裂解化学-力学性质