个人简介
郝佳，副研究员，博士生导师，美国密歇根大学访问学者，日本会津大学客座研究员，IEEE SMC Computational Awareness 和Soft Computation委员会委员，航天科技集团智能委员会委员、中国电子工业标准化技术协会委员。近年，以知识工程和机器学习为技术主线，围绕复杂产品设计过程过程表征、预测与优化、智能人机交互等，长期开展知识驱动的智能设计技术研究，作为项目负责人与课题负责人承担国家自然基金，北京市自然基金，国防基础科研，国防973等项目十余项。在该方面形成了具有自主知识产权的智能设计系统，并应用于航天、兵器、船舶、电子等多个行业，获得国防科技进步奖二等奖、三等奖各一项。在相关方向发表学术论文60余篇，申请获批专利10余项，获批软件著作权10余项。Journal of Intelligent Engineering, Computers in Industry, Advanced Engineering Informatics等10余个期刊审稿人。主讲工业工程与智能制造工程专业课程《运筹学》。
代表性科研项目
国防基础加强，小样本数据驱动的XX性能预示技术，2020-2024
国防基础科研，强化学习驱动的XX总体设计技术，2020-2023
国防基础科研，基于智能交互的XX构型生成技术，2019-2021
成果及荣誉
国防科技进步奖二等奖（6）
国防科技进步奖三等奖（2）
近期论文
查看导师最新文章
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BC-PINN: an adaptive physics informed neural network based on biased multiobjective coevolutionary algorithm
Reconstruction of hydrofoil cavitation flow based on the chain-style physics-informed neural network
Multimodal Natural Human–Computer Interfaces for Computer-Aided Design: A Review Paper
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)
Integrating and navigating engineering design decision-related knowledge using decision knowledge graph
Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge
A reinforcement learning based blade twist angle distribution searching method for optimizing wind turbine energy power
Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)
A rule-based method for automated surrogate model selection
A DATA-DRIVEN APPROACH FOR CREATIVE CONCEPT GENERATION AND EVALUATION
Ontology-based module selection in the design of reconfigurable machine tools
Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets
A Knowledge-Based Method for Rapid Design Concept Evaluation
Research on Evolutionary Level Set Method and Gaussian Mixture Model Based Target Shape Design Optimization Problem
An evolutionary computation based method for creative design inspiration generation
Similarity Coefficient of RMS Part Family Grouping Considering Reconfiguration Efforts
A Review of Tacit Knowledge: Current Situation and the Direction to Go
A quantitative approach to design alternative evaluation based on data-driven performance prediction
A function-based computational method for design concept evaluation
Knowledge service method for supporting product intellectualized design
Design scheme evaluation based on fuzzy decision maps and grey relational analysis
Rapid scheme design of firearms based on case-based reasoning
A Probability-Based Hybrid User Model for Recommendation System
Multi-action-based approach for constructing knowledge map
LSA-based domain knowledge map construction method
User-oriented non-geometry design knowledge organization method
Knowledge map-based method for domain knowledge browsing
A User-Oriented Design Knowledge Reuse Model
A B/S-Based Multi-Server Framework for Knowledge Component Implementation
Semantic Based Intelligent Resource Service Composition Technology
Configurable knowledge component technology oriented to product design tasks
A Nonlinear Tolerance Analysis Method Using Worst-Case and Matlab
Ontology-based knowledge modeling
Study on Ontology-Based Knowledge Integration
Product Development Oriented Knowledge Management
Product-Design Knowledge Retrieval Based on Ontology and Rule
Ontology-Based Knowledge Management for Vehicle Design
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