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Jia Hao
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A rule-based method for automated surrogate model selection
L Jia, R Alizadeh, J Hao, G Wang, JK Allen, F Mistree
Advanced Engineering Informatics 45, 101123, 2020
832020
Knowledge map-based method for domain knowledge browsing
J Hao, Y Yan, L Gong, G Wang, J Lin
Decision Support Systems 61, 106-114, 2014
772014
A quantitative approach to design alternative evaluation based on data-driven performance prediction
Z Zhang, L Gong, Y Jin, J Xie, J Hao
Advanced Engineering Informatics 32, 52-65, 2017
562017
Integrating and navigating engineering design decision-related knowledge using decision knowledge graph
J Hao, L Zhao, J Milisavljevic-Syed, Z Ming
Advanced Engineering Informatics 50, 101366, 2021
552021
Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets
R Alizadeh, L Jia, AB Nellippallil, G Wang, J Hao, JK Allen, F Mistree
AI EDAM 33 (4), 484-501, 2019
522019
A data-driven approach for creative concept generation and evaluation
J Han, H Forbes, F Shi, J Hao, D Schaefer
Proceedings of the Design Society: DESIGN Conference 1, 167-176, 2020
342020
A reinforcement learning based blade twist angle distribution searching method for optimizing wind turbine energy power
L Jia, J Hao, J Hall, HK Nejadkhaki, G Wang, Y Yan, M Sun
Energy 215, 119148, 2021
282021
A review of tacit knowledge: Current situation and the direction to go
J Hao, Q Zhao, Y Yan, G Wang
International Journal of Software Engineering and Knowledge Engineering 27 …, 2017
242017
Ontology-Based Knowledge Modeling
M ZHANG, J HAO, Y YAN, B LI
Transactions of Beijing Institute of Technology 12, 006, 2010
23*2010
Non-dominated sorting and crowding distance based multi-objective chaotic evolution
Y Pei, J Hao
Advances in Swarm Intelligence: 8th International Conference, ICSI 2017 …, 2017
212017
A function-based computational method for design concept evaluation
J Hao, Q Zhao, Y Yan
Advanced Engineering Informatics 32, 237-247, 2017
202017
Multimodal natural human–computer interfaces for computer-aided design: A review paper
H Niu, C Van Leeuwen, J Hao, G Wang, T Lachmann
Applied Sciences 12 (13), 6510, 2022
192022
Configurable knowledge component technology oriented to product design tasks
J Hao, HC Yang, Y Yan, GX Wang
Computer Integrated Manufacturing System 18 (04), 0, 2012
18*2012
Reconstruction of hydrofoil cavitation flow based on the chain-style physics-informed neural network
H Ouyang, Z Zhu, K Chen, B Tian, B Huang, J Hao
Engineering Applications of Artificial Intelligence 119, 105724, 2023
172023
An evolutionary computation based method for creative design inspiration generation
J Hao, Y Zhou, Q Zhao, Q Xue
Journal of intelligent manufacturing 30, 1673-1691, 2019
162019
Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge
J Hao, W Ye, L Jia, G Wang, J Allen
Advanced Engineering Informatics 49, 101342, 2021
152021
A context modeling method of knowledge recommendation for designers
Y Yan, N Yang, J Hao, GX Wang
2016 International conference on information system and artificial …, 2016
142016
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)
B Cao, H Niu, J Hao, G Wang
Advanced Engineering Informatics 52, 101548, 2022
132022
Ontology-based module selection in the design of reconfigurable machine tools
Z Ming, C Zeng, G Wang, J Hao, Y Yan
Journal of Intelligent Manufacturing 31, 301-317, 2020
132020
Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)
J Hao, M Zhou, G Wang, L Jia, Y Yan
Journal of Intelligent Manufacturing 31 (8), 2049-2067, 2020
122020
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