ResearchProjects

2025

• Deep-Sea Non-Collaborative Small Target Detection Robot (UTDV) Development Project: 6,000m-Class Deep-Sea Small Target Exploration and Disposal Robot (UTDV) Autonomous Recognition System (No. 6000UUVLHYZ-16), 21 May 2025 – 31 December 2026, ¥1,400,000. Laoshan Laboratory, P.R. China, Role: Principal Investigator (Rank: 1/15).

• National Foreign Experts Program: Theoretical Research on Intelligent Reservoir Production Optimization Integrating Data and Model Mechnisms (No. H20251082), Jan.1, 2025-Dec. 31, 2026, 400,000 RMB. Project Source: Ministry of Human Resources and Social Security, Rank: 1/8. 


2023

• Silk Road (Belt and Road) Innovation Talent Exchange Foreign Expert Project: Research on Explainable Neural Network Models and Optimization Algorithms (No. DL2023152001L), January 2023 – December 2024, ¥200,000. Funding Source: State Administration of Foreign Experts Affairs (SAFEA), Ministry of Human Resources and Social Security, P.R. China. Role: Principal Investigator (Rank: 1/10).

• High-End Foreign Experts Introduction Program: Research on High-Dimensional Fuzzy Neural System Construction and Sparse Multi-Objective Evolutionary Optimization Models (No. G2023152012L), January 2023 – December 2024, ¥300,000. Funding Source: State Administration of Foreign Experts Affairs (SAFEA), Ministry of Human Resources and Social Security, P.R. China. Role: Principal Investigator (Rank: 1/8).

• China-CEEC (Central and Eastern European Countries) Higher Education Institutions Joint Education Project: Frontiers and Exchange in Computational Intelligence Model Construction and Big Data Analysis (No. 2022151), March 2023 – February 2025, ¥100,000. Funding Source: China Education Association for International Exchange (CEAIE). Role: Principal Investigator (Rank: 1/10).


2022

• The K.C. Wong Education Foundation, Hong Kong: International Artifical Intelligence Summit (Qingdao) & “Belt and Road” New Trends in Computational Intelligence, Dec 15-17, 2022, 35,000 RMB.

• The National Natural Science Foundation of ChinaResearch on Evolved Physics Orientated Network Model for Inter-well Connectivity (No. 62173345)January,2022 - December,2025, 560,000 RMB.

• The “Belt and Road” Innovative Talent Exchange Foreign Experts ProjectTalent Recruiment on Big Data and Intelligent Computation (No. DL2021152001L), Dec 2021-Dec 2022, 150,000 RMB.

• The Fundamental Research Funds for the Central UniversitiesMathematical model construction and neural network optimization for reservoir injection production control(No. 22CX03002A)January,2022 - December,2024, 200,000 RMB.

• Commercial ProjectResearch on injection production control method of water drive reservoir based on development performance data, July 2022-December 2022, 4,500,000 RMB.



2021

• The Joint fund of Science and Technology Department of Liaoning Province and State Key Laboratory of RoboticsResearch on inter well connectivity of online machine learning model based on seepage mechanism (2021-KF-22-07), July, 2021-June,2023, 50,000 RMB.

• The the Source Innovation Scientific and Incubatio Project of QingdaoResearch on Depth Fractional Variational Image Enhancement Technology Based on Illumination Model and Its Application (No. 2020-88), December 2020-December 2022, 200,000 RMB.



2020

• The National Key Research and Development Program of China:Study on key materials and mechanism of intelligent fluid for enhanced oil recovery(No. 2019YFA0708700)Project 4:Micro seepage law and high efficiency displacement mechanism of super saturated intelligent fluid,June,2020-May, 2025, 1,100,000 RMB.

• The Major Scientific and Technological Projects of China National Petroleum Corporation (CNPC):Combined Physical Model and Neural Networks based Interpretable Reservoir Connectivity Study (No. ZD2019-183-008), May, 2020-June, 2023, 500,000 RMB.



2019

• The Fund for International Cooperation and Exchange:International Cooperation in Science and Technology Base on Computational Intelligence with Big Data,January,2019-December,2019, 100,000 RMB.



2018

• The Natural Science Foundation of Shandong ProvinceDesign and Convergence of Gradient Class Algorithms for Fractional Complex Value Neural Networks (No. ZR2018MF004),March,2018-June,2021, 120,000 RMB.

The Fundamental Research Funds for the Central Universities: Fractional order dynamic model for enhanced production by CO2 injection in shale gas reservoirs, January,2018 - Decembe,2021.

The Fund for International Cooperation and Exchange:International Cooperation Base for Cross-Media Big Data Analysis and Application,January,2018-January,2021.


2017

The Fund for International Cooperation and ExchangeHigh-end Intelligent Intelligent Information Processing Plan for Large Data,January,2017-December,2017.


2016

The Fund for International Cooperation and Exchange: Research and Practice on the Teaching Mode of Information Computing Course in English, January,2016-December,2016.


2015

The Fundamental Research Funds for the Central UniversitiesResearch and Analysis of Over-limit Learning Machine Model for Deep Water Drilling Safety AssessmentNo.15CX05053A,September,2015-September,2018.


2014 and Former

the National Natural Science Foundation of China: Design of Fault Tolerant Learning Algorithms for Feedforward Neural Networks and Study of Deterministic Convergence, No.61305075,January,2014 - December,2016.

• The Specialized Research Fund for the Doctoral Program of Higher Education of China: Design of Fault Tolerant Learning Algorithms for Neural Networks and Study of Deterministic Convergence,January,2014 - December,2016.


2013

 The Natural Science Foundation of Shandong Province: Design and Theoretical Study of L1/2 Regularization Method in Neural Networks, No.ZR2013FQ004, October,2013-October,2016.

The Fundamental Research Funds for the Central Universities: Application and Analysis of L1/2 Regularization Method in Neural Networks, No.13CX02009A, January,2013-December,2014.


2012

The China Postdoctoral Science Foundation: Convergence Analysis of Feedforward Neural Network Based on L1/2 Regularization Method, No.2012M520624, October,2012-October,2014.