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  1. Projected variable three-term conjugate gradient algorithm for enhancing generalization performance in deep neural network training

    Article • Neurocomputing, December 2025, Elsevier

    Mr. Hansu Kim

  2. Analysis of Research Trends in Topology Optimization and Generative AI for Design for Additive Manufacturing

    Article • Transactions of the Korean Society of Mechanical Engineers A, October 2025, The Korean Society of Mechanical Engineers

    Mr. Hansu Kim

  3. 3D decomposition optimization of topology-optimized structures considering a build volume constraint for additive manufacturing

    Article • Computer Methods in Applied Mechanics and Engineering, December 2024, Elsevier

    Mr. Hansu Kim

  4. Design of a metal additive manufactured aircraft seat leg using topology optimization and part decomposition

    Article • Rapid Prototyping Journal, May 2024, Emerald

    Mr. Hansu Kim

  5. Variable three-term conjugate gradient method for training artificial neural networks

    Article • Neural Networks, February 2023, Elsevier

    Mr. Hansu Kim

  6. Scenario-based multidisciplinary optimization for a new accelerated life testing of electric traction motor and inverter system

    Article • Structural and Multidisciplinary Optimization, November 2022, Springer Science + Business Media

    Mr. Hansu Kim

  7. Design-target-based optimization using input variable selection and penalty-Lagrange multiplier for high-dimensional design problems

    Article • Structural and Multidisciplinary Optimization, September 2022, Springer Science + Business Media

    Mr. Hansu Kim

  8. A robust elastic net via bootstrap method under sampling uncertainty for significance analysis of high-dimensional design problems

    Article • Knowledge-Based Systems, August 2021, Elsevier

    Mr. Hansu Kim

  9. Normalized neighborhood component feature selection and feasible-improved weight allocation for input variable selection

    Article • Knowledge-Based Systems, April 2021, Elsevier

    Mr. Hansu Kim

  10. Significance Analysis of Input Variables Using Bootstrap Method for Elastic Net under Sampling Uncertainty

    Article • Transactions of the Korean Society of Mechanical Engineers A, February 2021, The Korean Society of Mechanical Engineers

    Mr. Hansu Kim

  11. Robust design optimisation of adaptive cruise controller considering uncertainties of vehicle parameters and occupants

    Article • Vehicle System Dynamics, June 2019, Taylor & Francis

    Mr. Hansu Kim, Tae Hee Lee

  12. Multi-objective optimisation of hydro-pneumatic suspension with gas–oil emulsion for heavy-duty vehicles

    Article • Vehicle System Dynamics, April 2019, Taylor & Francis

    Mr. Hansu Kim, Kihan Kwon, Tae Hee Lee

  13. Design Optimization of Wheeled Military Vehicle to Minimize Elevation and Azimuth Error of Gun Barrel

    Article • Transactions of Korean Society of Automotive Engineers, April 2019, The Korean Society of Automotive Engineers

    Mr. Hansu Kim

  14. Numerical and Experimental Analysis of Potential Causes Degrading Contact Resistances and Forces of Sensor Connectors for Vehicles

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr. Hansu Kim

  15. Efficient design optimization of complex system through an integrated interface using symbolic computation

    Article • Advances in Engineering Software, December 2018, Elsevier

    Mr. Hansu Kim

  16. Construction of an Integrated Interface for Design Optimization of a Combat Vehicle System Using Maple Symbolic Computation

    Article • Transactions of the Korean Society of Mechanical Engineers A, April 2018, The Korean Society of Mechanical Engineers

    Mr. Hansu Kim

  17. Robust Design Optimization of Vehicle and Adaptive Cruise Control Parameters Considering Fuel Efficiency

    Article • December 2017, Springer Science + Business Media

    Mr. Hansu Kim

  18. Robust target cascading for improving firing accuracy of combat vehicle

    Article • Journal of Mechanical Science and Technology, December 2016, Springer Science + Business Media

    Mr. Hansu Kim

  19. Vehicle Stabilization Using MPC Based on Nonlinear Tire Model

    Article • Transactions of Korean Society of Automotive Engineers, November 2016, The Korean Society of Automotive Engineers

    Mr. Hansu Kim