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Yan Yan

Beijing Institute of Technology

5 South Zhongguancun street

Center for Energy and Environmental Policy Researc

Beijing, 100081

China

SCHOLARLY PAPERS

9

DOWNLOADS

944

TOTAL CITATIONS

6

Scholarly Papers (9)

1.

Towards Proactive and Collaborative Industrial AI Agents within the Human-Agent Interaction (HAI): A Review and Perspective

Number of pages: 77 Posted: 15 Jan 2026
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Cardiff University - Institute of Mechanical and Manufacturing Engineering, Guangdong University of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 247 (373,348)

Abstract:

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Large language models, Human-agent interaction, Proactive collaboration, Cognition-decision-knowledge model, Industrial AI agents

2.

Integration of Dynamic Knowledge and Llm For Adaptive Human-Robot Collaborative Assembly Solution Generation

Number of pages: 28 Posted: 16 Dec 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 182 (422,345)
Citation 6

Abstract:

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Dynamic knowledge, Large Language Model, Adaptive, human-robot collaboration, Solution generation

3.

Cognitive Digital Thread Tool-Chain for Model Versioning in Model-Based Systems Engineering

Number of pages: 24 Posted: 08 Feb 2025
Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and affiliation not provided to SSRN
Downloads 144 (524,371)

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Cognitive Digital Thread, Model-based Systems Engineering, Model Versioning, Open Service for LifeCycle Collaboration, KARMA language, Knowledge Graph

Shared Mental Models-Based Collaboration Method in Assembly Tasks for Multi-Agent Self-Organizing Systems

Number of pages: 39 Posted: 18 Jan 2025
Beijing Institute of Technology, Beijing Institute of Technology, Cranfield University - School of Aerospace, Transport and Manufacturing, Cranfield University, Cranfield University, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 75 (855,765)

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Shared Mental Models, Multi-agent Self-organizing Systems, Multi-agent Simulation, Assembly Task

Shared Mental Models-Based Collaboration Method in Assembly Tasks for Multi-Agent Self-Organizing Systems

Number of pages: 38 Posted: 17 Sep 2024
Beijing Institute of Technology, Beijing Institute of Technology, Cranfield University - School of Aerospace, Transport and Manufacturing, Cranfield University, Cranfield University, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 54 (1,038,620)

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Shared Mental Models, Multi-agent Self-organizing Systems, Multi-agent Simulation, Assembly Task

Trust-Based Adaptive Consensus Formation Towards Human-Machine Hybrid Intelligence

Number of pages: 47 Posted: 24 Nov 2023
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, China North Vehicle Research Institute and China North Vehicle Research Institute
Downloads 71 (887,392)

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Adaptive Consensus Formation Method;Three-level Cognitive Mental Model;Trust Matrix;Mode selection factor;Human-machine Hybrid Intelligence

Trust-Based Adaptive Consensus Formation Towards Human-Machine Hybrid Intelligence

Number of pages: 37 Posted: 07 Jul 2025
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, China North Vehicle Research Institute and China North Vehicle Research Institute
Downloads 22 (1,473,203)

Abstract:

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Adaptive Consensus Formation, Human-Machine Hybrid Intelligence, Pattern Recognition, Cognitive Mental Model, Trust Matrix, Mode Selection Factor

6.

System-of-Systems Approach to Spatio-Temporal Crowdsourcing Design Using Improved PPO Algorithm Based on an Invalid Action Masking

Number of pages: 39 Posted: 10 Nov 2023
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 58 (989,921)

Abstract:

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system-of-systems design, spatio-temporal crowdsourcing, improved PPO algorithm, invalid action masking, task allocation

7.

Multi-agent reinforcement learning-based resilience reconfiguration approach of supply chain system-of-systems under disruption risks

Number of pages: 2 Posted: 15 Oct 2025
affiliation not provided to SSRN, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and affiliation not provided to SSRN
Downloads 48 (1,121,190)

Abstract:

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supply chain system-of-systems, resilience reconfiguration, multi-agent reinforcement learning, disruption risks, partially observable Markov decision process

8.

Design Optimization of Search and Rescue System of Systems Based on Search and Rescue Web Pattern

Number of pages: 43 Posted: 02 Sep 2024
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 40 (1,183,237)

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SAR-SoS, SAR-Web, SAR resource allocation, multi-objective optimization

9.

Uncertainty-Aware Process Microstructure Feasibility,Mapping for Hot Stamping of 22MnB5 Steel Using Validated Heating and Forming Quenching Links

Number of pages: 12 Posted: 10 Jun 2026
Waqas Ahmadi, Guoxin Wang and Yan Yan
Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 3

Abstract:

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hot stamping, boron steel, process structure property performance, random forest, Gaussian process, robust process window