Jia Hao

Orcid: 0000-0003-0321-7021

Affiliations:
  • Beijing Institute of Technology, School of Mechanical Engineering, China
  • University of Aizu, Japan


According to our database1, Jia Hao authored at least 29 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Integrating small data and shape prior knowledge with gradient-enhanced Kriging through adaptive knowledge sampling.
Comput. Ind. Eng., 2024

2023
BC-PINN: an adaptive physics informed neural network based on biased multiobjective coevolutionary algorithm.
Neural Comput. Appl., October, 2023

Reconstruction of hydrofoil cavitation flow based on the chain-style physics-informed neural network.
Eng. Appl. Artif. Intell., March, 2023

Production quality early warning method for firearms components based on cloud edge collaboration.
Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023

2022
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN).
Adv. Eng. Informatics, 2022

Bezier Curve-Based Shape Knowledge Acquisition and Fusion for Surrogate Model Construction.
Proceedings of the Future Technologies Conference, 2022

2021
Integrating and navigating engineering design decision-related knowledge using decision knowledge graph.
Adv. Eng. Informatics, 2021

Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge.
Adv. Eng. Informatics, 2021

Exploring Methods of Combining Eye Movement and Facial Expression for Object Selection.
Proceedings of the Human Interaction, Emerging Technologies and Future Applications IV - Proceedings of the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications (IHIET, 2021

2020
Ontology-based module selection in the design of reconfigurable machine tools.
J. Intell. Manuf., 2020

Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO).
J. Intell. Manuf., 2020

A rule-based method for automated surrogate model selection.
Adv. Eng. Informatics, 2020

2019
An evolutionary computation based method for creative design inspiration generation.
J. Intell. Manuf., 2019

Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets.
Artif. Intell. Eng. Des. Anal. Manuf., 2019

Research on Evolutionary Level Set Method and Gaussian Mixture Model Based Target Shape Design Optimization Problem.
IEEE Access, 2019

A Knowledge-Based Method for Rapid Design Concept Evaluation.
IEEE Access, 2019

Research of Human-Machine Interface Evaluation Based on Cogtool.
Proceedings of the Human Interface and the Management of Information. Visual Information and Knowledge Management, 2019

2018
Similarity Coefficient of RMS Part Family Grouping Considering Reconfiguration Efforts.
IEEE Access, 2018

Characterizing the EEG Features of Inspiring Designers with Functional Terms.
Proceedings of the Human-Computer Interaction. Theories, Methods, and Human Issues, 2018

The Research on the Benefit of Telemedicine to Human Based on Evolutionary Game Theory.
Proceedings of the HCI International 2018 - Posters' Extended Abstracts, 2018

The Research on Layout and Simulation of Human-Machine Interface in Vehicle.
Proceedings of the Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management, 2018

2017
A Review of Tacit Knowledge: Current Situation and the Direction to Go.
Int. J. Softw. Eng. Knowl. Eng., 2017

A quantitative approach to design alternative evaluation based on data-driven performance prediction.
Adv. Eng. Informatics, 2017

A function-based computational method for design concept evaluation.
Adv. Eng. Informatics, 2017

Non-dominated Sorting and Crowding Distance Based Multi-objective Chaotic Evolution.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

Clustering of in-Vehicle User Decision-Making Characteristics Based on Density Peak.
Proceedings of the Engineering Psychology and Cognitive Ergonomics: Cognition and Design, 2017

A GMM-Based User Model for Knowledge Recommendation.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016
A brief introduction to tacit knowledge and the current research topics.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

2014
Knowledge map-based method for domain knowledge browsing.
Decis. Support Syst., 2014


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