杨树国

杨树国

正教授
教授,博士生导师,哈尔滨工业大学博士后。数据科学与信息技术研究中心主任,人工智能海洋技术场景化应用山东省工程研究中心主任,青岛市人工智能海洋技术创新中心主任,青岛科技大学数学与交叉研究院院长。美国佐治亚理工学院高级访问学者、香港中文大学高级访问学者、北京交通大学高级访问学者;山东省数学会常务理事、山东省应用统计学会常务理事、人工智能海洋学专业委员会常务委员。近年来,主持或参与国家自然科学基金、国防科工委、电子工业部、省自然基金、省重点科研计划、省高校科研计划、省优秀中青年科学家基金、青岛市科技发展计划项目等各级各类科研项目40多项。

The Development of a Weather-Type Statistical Downscaling Model for Wave Climate Based on Wave Clustering

Reliable long-term wave data are significant for understanding changes and variability of ocean waves, which has important implications for coastal engineering, land erosion, and …

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Wentao Jia

Adaptive Tracking Control for a Class of Nonlinear Systems with Intermittent Actuator Faults under Prescribe Output Tracking Performance

This paper investigates the adaptive tracking control problem of a class of nonlinear systems with intermittent actuator faults and prescribed performance. In the backstepping …

yuqun-han

A Novel Network-Based Controller Design for a Class of Stochastic Nonlinear Systems with Multiple Faults and Full State Constraints

In this paper, the control issue of adaptive fault-tolerant is studied for a class of stochastic nonlinear systems with multiple faults and full state constraints, with multiple …

weifeng-zhou

基于深度学习的南海海表面温度的智能化预测研究

海表面温度(sea surface temperature, SST)是影响海洋和气候变化的重要因素之一,准确预测SST的变化对于海洋生态环境、气象和航行等至关重要。传统的SST预测方法通常依赖于数值模式,但是其计算成本较高。该文基于深度学习模型(3D U-Net),将SST、海表面高度异常(sea surface height anomalies, …

bowen-xie

多尺度耦合经验正交分解法反演海洋次表层温盐结构

针对提升利用卫星观测海面信息重构三维温盐场精度的问题,本文提出了一种基于多尺度耦合正交分解的三维温盐场重构方法。该方法利用多尺度耦合正交分解对历史温盐剖面进行从大尺度到小尺度的迭代分解,以分层提取不同尺度三维温盐场的特征信息,然后分别建立海洋表面卫星观测与不同尺度的三维温盐场特征信息的重构模型,从而达到三维温盐场重构的目的。本文分别利用多尺度耦合正交分解法与 …

mingqi-zhang

Weakly Labeled Sound Event Detection with a Capsule-Transformer Model

Sound event detection (SED) is a widely studied field that has achieved considerable success. The dynamic routing mechanism of capsule networks has been used for SED, but its …

kanghao-li

基于北斗短报文的海洋观测实时通信系统的设计与研发

北斗一代和北斗二代短报文每次通信数据长度只有78个字节,每次通信后间隔60秒或者300秒才能进行下一次通信,远远满足不了海洋观测实时通信的需求。设计了一套基于北斗短报文的海洋观测实时通信系统,北斗多卡机作为数据发送端,采用哈夫曼压缩算法将观测数据压缩后分成多个数据包,通过多个北斗卡分别发送,岸站接收系统接收到分包的数据后,将接收的数据包解压缩并整合成完整的观 …

bin-jiang

The Reliable Sampling Interval for Monitoring Interannual Variability of the Kuroshio Transport at 18°N

The sampling interval for reliably monitoring interannual variability of the Kuroshio transport was studied using satellite altimeter data and outputs from HYbrid Coordinate Ocean …

jingjing-sun