朱善良 | 人工智能海洋技术场景化应用山东省工程研究中心

LocRes–PINN: A Physics–Informed Neural Network with Local Awareness and Residual Learning

Mon, 02 Feb 2026 00:00:00 +0000

Design of Event-Triggered Adaptive Finite-Time Controller for Full-State Constrained Stochastic Nonlinear Systems with Unknown Control Directions

Fri, 03 Oct 2025 00:00:00 +0000

Adaptive Event-Triggered Control for Multi-Agent Systems with State Time-Delays and Full State Constraints

Tue, 30 Sep 2025 00:00:00 +0000

Physics informed neural network framework for time-varying wind stress drag coefficient identification in the Ekman model

Wed, 13 Aug 2025 00:00:00 +0000

Fault Compensation-Based Adaptive Tracking Control for Nonlinear Systems with Actuator Saturation and Multiple Sensor Faults

Tue, 01 Jul 2025 00:00:00 +0000

“Adaptive Tracking Control of Nonlinear Multi-Agent Systems Subject to Multiple Constraints via Multi-Dimensional Taylor Network”

Thu, 19 Jun 2025 00:00:00 +0000

New Design to Adaptive Neural Asymptotic Tracking Control for a Class of Uncertain Stochastic Nonlinear Systems With Unknown Input Constraints

Tue, 29 Apr 2025 00:00:00 +0000

Adaptive predefined time tracking control for nonlinear multi-agent systems subject to input saturation: an improved command filtering approach

Tue, 15 Apr 2025 00:00:00 +0000

Event-Triggered Adaptive Compensation Control for Stochastic Nonlinear Systems with Multiple Failures: An Improved Switching Threshold Strategy

Fri, 21 Mar 2025 00:00:00 +0000

A Dual-attention Embedded CNN Model for Estimating Mixed Layer Depths in the Bay of Bengal

Wed, 19 Mar 2025 00:00:00 +0000

Variations in ocean mixed layer depth (MLD) show a significant impact on energy balance in the global climate systems and marine ecosystems. So far, the accuracy of modeling MLD, especially in the region with complex ocean dynamics, remains a challenge. This thus calls for an emergency using Artificial intelligence (AI) approach to improve the assessment of the MLD. In this study, we introduce a novel convolutional neural network model based on a dual-attention module (DA-CNN) to estimate the MLD in the Bay of Bengal (BoB) by integrating multi-source remote sensing data and Argo gridded data. Compared with the original CNN model, the DA-CNN model exhibits superior performance with notable improvements in the annual average RMSE and R2 values by 13.0% and 8.4%, respectively, while more accurately capturing the seasonal variations in MLD. Moreover, the results using the DA-CNN model show minimum RMSE and maximum R2 values, in comparison to the calculation by the random forest (RF), neural network (ANN) model, and the Hybrid Coordinate Ocean Model (HYCOM). Accordingly, our findings suggest that the newly developed DA-CNN model provides an effective advantage in studying the MLD and the associated ocean processes.

Warming Structure of the Kuroshio in the East China Sea since 1970

Tue, 18 Mar 2025 00:00:00 +0000

MTN‐Based Adaptive Finite‐Time Tracking Control for Switched Non‐Linear Systems With Time‐Varying State Function Constraints

Mon, 20 Jan 2025 00:00:00 +0000

Event‐Triggered Adaptive Asymptotic Tracking Control for Stochastic Non‐Linear Systems With Unknown Hysteresis: A New Switching Threshold Approach

Sun, 05 Jan 2025 00:00:00 +0000

南太平洋热带-副热带区斜压不稳定的多年代际趋势及其机制分析

Fri, 03 Jan 2025 00:00:00 +0000

Multi-Dimensional Taylor Network-Based Adaptive Fixed-Time Tracking Control for a Class of Nonlinear Systems with Input Delay

Thu, 02 Jan 2025 00:00:00 +0000

基于数据同化方法的风暴潮数值模型

Sun, 15 Dec 2024 00:00:00 +0000

A New Context-Aware Approach for Automatic Chinese Poetry Generation

Fri, 01 Nov 2024 00:00:00 +0000

Adaptive Asymptotic Tracking Control of Constrained Nonlinear MIMO Systems Subject to Unknown Hysteresis Input: A Novel Network-Based Strategy

Thu, 31 Oct 2024 00:00:00 +0000

Adaptive Fixed-Time Tracking Control for Nonlinear Systems Subject to Asymmetric Input Saturation

Sun, 01 Sep 2024 00:00:00 +0000

Estimating Subsurface Thermohaline Structure in the Tropical Western Pacific Using DO-ResNet Model

Thu, 29 Aug 2024 00:00:00 +0000

Adaptive Multi-Dimensional Taylor Network Tracking Control of Time-Varying Delay Nonlinear Systems Subject to Input Saturation

Tue, 27 Aug 2024 00:00:00 +0000

Adaptive Prescribed Performance Tracking Control for Uncertain Nonlinear Systems with Unknown Backlash-like Hysteresis

Thu, 01 Aug 2024 00:00:00 +0000

Distributed Adaptive Fault-Tolerant Control with Prescribed Performance for Nonlinear Multiagent Systems

Wed, 31 Jul 2024 00:00:00 +0000

Estimating Subsurface Thermohaline Structure in the tropical Western Pacific using DO-ResNet model

Tue, 16 Jul 2024 00:00:00 +0000

Adaptive Finite‐time Tracking Control of Nonlinear Systems Subject to Input Hysteresis and Multiple Objective Constraints

Wed, 03 Jul 2024 00:00:00 +0000

Adaptive Decentralized Tracking Control of a Class of Large-Scale Nonlinear Systems with Unknown Dead-Zone Inputs Using Neural Network

Mon, 01 Jul 2024 00:00:00 +0000

基于自注意力机制的深度学习的海洋三维温度场预测

Tue, 11 Jun 2024 00:00:00 +0000

Predefined-Time Adaptive Consensus Control for Nonlinear Multi-Agent Systems with Input Quantization and Actuator Faults

Fri, 07 Jun 2024 00:00:00 +0000

Dynamic Event-Triggered Adaptive Tracking Control for Stochastic Nonlinear Systems with Deferred Time-Varying Constraints

Tue, 16 Apr 2024 00:00:00 +0000

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

Fri, 29 Mar 2024 00:00:00 +0000

A Novel Network-Based Adaptive Fault-Tolerant Control of Switched Nonlinear Systems Subject to Multiple Faults under Prescribed Performance

Thu, 01 Feb 2024 00:00:00 +0000

Adaptive Prescribed Performance Control for State Constrained Stochastic Nonlinear Systems with Unknown Control Direction: A Novel Network-Based Approach

Thu, 01 Feb 2024 00:00:00 +0000

Event-Triggered Adaptive Multi-Dimensional Taylor Network Tracking Control for Stochastic Nonlinear Systems

Mon, 01 Jan 2024 00:00:00 +0000

Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model

Fri, 03 Nov 2023 00:00:00 +0000

Estimation of the Barrier Layer Thickness in the Indian Ocean Based on Hybrid Neural Network Model

Fri, 03 Nov 2023 00:00:00 +0000

Design of Adaptive Finite-Time Fault-Tolerant Controller for Stochastic Nonlinear Systems With Multiple Faults

Sun, 01 Oct 2023 00:00:00 +0000

飞行器航迹倾角的自适应多维泰勒网控制

Mon, 14 Aug 2023 00:00:00 +0000

“Adaptive Backstepping-Based Sampled-Data Tracking Control with Prescribed Performance for Switched Nonlinear Systems”

Thu, 10 Aug 2023 00:00:00 +0000

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

Thu, 01 Jun 2023 00:00:00 +0000

Adaptive Multi-Switching-Based Global Tracking Control for Switched Nonlinear Systems With Prescribed Performance

Mon, 29 May 2023 00:00:00 +0000

Adaptive Finite-Time Control for Switched Nonlinear Systems Subject to Multiple Objective Constraints via Multi-Dimensional Taylor Network Approach

Mon, 08 May 2023 00:00:00 +0000

基于高斯混合聚类和LightGBM算法的印度洋次表层温度反演研究

Sat, 15 Apr 2023 00:00:00 +0000

Profile Autonomous Underwater Vehicle System for Offshore Surveys

Sat, 01 Apr 2023 00:00:00 +0000

Adaptive Controller Design for Switched Stochastic Nonlinear Systems Subject to Unknown Dead-zone Input via New Type of Network Approach

Mon, 30 Jan 2023 00:00:00 +0000

Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach

Tue, 06 Sep 2022 00:00:00 +0000

Adaptive Multi-dimensional Taylor Network Control for Stochastic Nonlinear Systems with Full State Constraints and Dead-zone Input

Mon, 15 Aug 2022 00:00:00 +0000

Adaptive Tracking Control for Switched Nonlinear Systems Subject to Input Delay and Saturation Using Multi-Dimensional Taylor Network Approach

Mon, 15 Aug 2022 00:00:00 +0000

Estimation of the Mixed Layer Depth in the Indian Ocean from Surface Parameters: A Clustering-Neural Network Method.

Tue, 26 Jul 2022 00:00:00 +0000

Estimation of the Mixed Layer Depth in the Indian Ocean from Surface Parameters: A Clustering-Neural Network Method

Tue, 26 Jul 2022 00:00:00 +0000

Control Design for Stochastic Nonlinear Systems with Full-state Constraints and Input Delay: A New Adaptive Approximation Method

Tue, 12 Jul 2022 00:00:00 +0000

Tracking Control for Switched Nonlinear Systems Subject to Output Hysteresis via Adaptive Multi-Dimensional Taylor Network Approach

Mon, 25 Apr 2022 00:00:00 +0000

Adaptive Multi-Dimensional Taylor Network Control for Nonlinear Stochastic Systems with Time-Delay

Tue, 01 Mar 2022 00:00:00 +0000

Adaptive Decentralized Prescribed Performance Control for a Class of Large-Scale Nonlinear Systems Subject to Nonsymmetric Input Saturations

Sat, 26 Feb 2022 00:00:00 +0000

Multi‐dimensional Taylor Network‐based Control for a Class of Nonlinear Stochastic Systems with Full State Time‐varying Constraints and the Finite‐time Output Constraint

Thu, 06 Jan 2022 00:00:00 +0000

Adaptive Finite-Time Control for Stochastic Nonlinear Systems Using Multi-Dimensional Taylor Network

Sat, 01 Jan 2022 00:00:00 +0000

数学建模活动促进教学与科研融合的研究与实践

Wed, 15 Dec 2021 00:00:00 +0000

Adaptive Tracking Control of a Class of Nonlinear Systems with Input Delay and Dynamic Uncertainties Using Multi-dimensional Taylor Network

Mon, 06 Dec 2021 00:00:00 +0000

青岛市文化创意产业与区域经济协调发展研究

Mon, 15 Nov 2021 00:00:00 +0000

A New Context-Aware Approach for Automatic Chinese Poetry Generation

Sat, 09 Oct 2021 00:00:00 +0000

Observer-Based Adaptive Neural Tracking Control for a Class of Stochastic Nonlinear Systems

Tue, 04 May 2021 00:00:00 +0000

Subsurface Temperature Estimation from Sea Surface Data Using Neural Network Models in the Western Pacific Ocean

Wed, 14 Apr 2021 00:00:00 +0000

具有有限时间输出约束的切换非线性时滞系统的多维泰勒网自适应控制

Fri, 05 Feb 2021 00:00:00 +0000

Adaptive Multi-Dimensional Taylor Network Tracking Control for a Class of Nonlinear Systems

Mon, 01 Feb 2021 00:00:00 +0000

Multi-Dimensional Taylor Network-Based Adaptive Control for Nonlinear Systems with Unknown Parameters

Mon, 01 Feb 2021 00:00:00 +0000

Observer-Based Adaptive Multi-dimensional Taylor Network Control for Nonlinear Systems with Time-Delay

Fri, 20 Nov 2020 00:00:00 +0000

工科研究生《数学物理方程》案例教学研究

Tue, 28 Jul 2020 00:00:00 +0000

TEMPERATURE CONTROL OF RUBBER COMPOSITES BY ADAPTIVE MULTI-DIMENSIONAL TAYLOR NETWORK DURING MICROWAVE HEATING PROCESS

Mon, 11 May 2020 00:00:00 +0000

Multi-Dimensional Taylor Network-Based Adaptive Output-Feedback Tracking Control for a Class of Nonlinear Systems

Wed, 22 Apr 2020 00:00:00 +0000

Response Solutions for a Singularly Perturbed System Involving Reflection of the Argument

Tue, 31 Mar 2020 00:00:00 +0000

微波加热多层橡胶符合材料的温度场分布及界面特性研究

Tue, 10 Mar 2020 00:00:00 +0000

Adaptive Multi-Dimensional Taylor Network Tracking Control for a Class of Switched Nonlinear Systems with Input Nonlinearity

Wed, 01 Jan 2020 00:00:00 +0000

Multi-Dimensional Taylor Network-Based Adaptive Output-Feedback Tracking Control for a Class of Nonlinear Systems

Wed, 01 Jan 2020 00:00:00 +0000

Short-Term Traffic Flow Prediction With Wavelet and Multi-Dimensional Taylor Network Model

Wed, 01 Jan 2020 00:00:00 +0000

Adaptive Decentralized Tracking Control of a Class of Large-Scale Nonlinear Systems with Unknown Dead-Zone Inputs Using Neural Network

Sat, 28 Dec 2019 00:00:00 +0000

Adaptive Neural Output Feedback Tracking Control for a Class of Nonlinear Systems

Sun, 18 Aug 2019 00:00:00 +0000

Adaptive Neural Output Feedback Tracking Control for a Class of Nonlinear Systems

Sun, 18 Aug 2019 00:00:00 +0000

Observer-Based Adaptive Neural Tracking Control for a Class of Stochastic Nonlinear Systems

Mon, 05 Aug 2019 00:00:00 +0000

A Fast Low-Rank Matrix Factorization Method for Dynamic Magnetic Resonance Imaging Restoration

Thu, 01 Aug 2019 00:00:00 +0000

一种基于改进混合高斯模型的运动目标检测算法

Tue, 23 Jul 2019 00:00:00 +0000

Construction and Implementation of \"Two-Axis Linkage, Five-Layer Hierarchy\" Mathematical Modeling Teaching System Based on Innovation Ability Cultivation

Sat, 30 Mar 2019 00:00:00 +0000

Moving Object Real-time Detection and Tracking Method Based on Improved Gaussian Mixture Model

Fri, 25 May 2018 00:00:00 +0000

Assessment Model of State Fragility and Its Application Based on Climate Change

Fri, 30 Mar 2018 00:00:00 +0000

Adaptive Multi-Dimensional Taylor Network Tracking Control for a Class of Stochastic Nonlinear Systems With Unknown Input Dead-Zone

Mon, 01 Jan 2018 00:00:00 +0000

Adaptive Tight Frame Based Multiplicative Noise Removal

Thu, 01 Dec 2016 00:00:00 +0000

Study on Energy Consumption of Hotel Based on Extended STIRPAT Model

Sat, 28 May 2016 00:00:00 +0000

Study on Optimal Control Strategy of PM2.5 in Wuhan, China

Sat, 28 May 2016 00:00:00 +0000

Oscillation for a Nonlinear Dynamic System with a Forced Term on Time Scales

Wed, 01 Jan 2014 00:00:00 +0000

时间尺度上二维动力系统的振动性和渐近性

Mon, 15 Apr 2013 00:00:00 +0000

Oscillation of Two-Dimensional Neutral Delay Dynamic Systems

Tue, 01 Jan 2013 00:00:00 +0000

时间尺度上一类高阶中立型动力方程非振动解的存在性

Wed, 15 Aug 2012 00:00:00 +0000

Oscillation and Nonoscillation Criteria for Nonlinear Dynamic Systems on Time Scales

Thu, 19 Jul 2012 00:00:00 +0000

Research on Resource Allocation for Multi-Tier Web Applications in a Virtualization Environment

Thu, 01 Dec 2011 00:00:00 +0000

时间尺度上高阶带强迫项中立型动力方程正解的存在性

Sat, 15 Oct 2011 00:00:00 +0000

时间标度上一类动力方程解的振动准则

Wed, 01 Jul 2009 00:00:00 +0000

时间测度上一类超前型微分方程解的振动性

Mon, 30 Jun 2008 00:00:00 +0000

调整专业课程体系,拓宽专业口径,培养合格人才——信息与计算科学专业的建设与改革

Sun, 20 Jan 2008 00:00:00 +0000

时间测度上具变号系数时滞微分方程解的渐近性与振动性

Sun, 30 Apr 2006 00:00:00 +0000