1. YJ Chen, TL Chang, QX Wu, KC Ke, PS Chiu, CT Chen - The International Journal of Advanced Manufacturing, 2025
  2. Ke, KC., Wu, PW. & Huang, MS. Multi-quality prediction of injection molding parts using a hybrid machine learning model. Int J Adv Manuf Technol 131, 5511–5525 (2024). https://doi.org/10.1007/s00170-023-12329-6
  3. Kun-Cheng Ke, Jui-Chih Wang, Shih-Chih Nian
  4. W.-C. Hung, C.-Y. Chiu, J.-W. He, K.-C. Ke, S.-Y. Yang, Replication of large-area microstructures by combining movable induction heating and roller hot embossing, Polymer Engineering & Science 64 (2024) 2191–2201. https://doi.org/10.1002/pen.26685.
  5. Chang, C.H., Ke, KC. & Huang, MS. Cross-machine predictions of the quality of injection-molded parts by combining machine learning, quality indices, and a transfer model. Int J Adv Manuf Technol (2024). https://doi.org/10.1007/s00170-024-14036-2
  6. le:Huang Z-Y, Chiu C-Y,Ke K-C, Yang S-Y. Fabrication of the low-residual-stress optical microstructure by using thesimulation and practice strategies, in-moldinduction heating system, and injectioncompression molding technology.Polym Eng Sci.2023;63(7):2265‐2277
  7. T.-Y. Cheng, K.-C. Ke, S.-Y. Yang, Polym. Eng. Sci. 2023, 63(4), 1334. https://doi.org/10.1002/pen.26287
  8. K.-C. Ke, M.-S. Huang*, Enhancement of Multilayer Perceptron Model Training Accuracy through the Optimization of Hyperparameters: A Case Study of the Quality Prediction of Injection Molded Parts, The International Journal of Advanced Manufacturing Technology, (2021)
  9. K.-C. Ke, M.-S. Huang*, Quality Classification of Injection-Molded Components by Using Quality Indices, Grading, and Machine Learning, Polymers. 13 (2021) 353.
  10. M.-S. Huang*, C.-Y. Liu, K.-C. Ke, Calibration of cavity pressure simulation using autoencoder and multilayer perceptron neural networks, Polymer Engineering & Science, 1(2021)11
  11. C.-C. Kao, K.-C. Ke, W.-C. Hung, S.-Y. Yang*, Hot embossing of microstructure with moving induction heating and gas-assisted pressuring, Microsyst. Technol. 26 (2020) 957–967
  12. Ke, KC., Lin, LJ. & Yang, SY. Development of a novel low-temperature differential hollow roller using an ultra-thin heating element of graphene polymeric composite material. Microsyst Technol 26, 2561–2567 (2020).
  13. K.-C. Ke, M.-S. Huang*, Quality Prediction for Injection Molding by Using a Multilayer Perceptron Neural Network, Polymers. 12 (2020) 1812.
  14. M.-S. Huang*, K.-C. Ke, C.-Y. Liu, Cavity Pressure-based Holding Pressure Adjustment for Enhancing the Consistency of Injection Molding Quality, Journal of Applied Polymer Science,
  15. Y.-Y. Huang, K.-C. Ke, S.-Y. Yang*, Fabrication of large-area V-groove microstructures using gasbag-pressuring edge-irradiating UV imprinting, Microsyst. Technol. 25 (2019) 811–817.
  16. N.-W. Chang, K.-C. Ke, S.-Y. Yang*, Fabrication of a light -intensity-enhancement component by using computer-controlled ultraviolet curing and air-pressing imprinting, Microsyst. Technol. (2018)
  17. K.-C. Ke, C. Cheng, L.-J. Lin, S.-Y. Yang*, A novel flexible heating element using graphene polymeric composite ink on polyimide film, Microsyst. Technol. (2018) 1–7.
  18. Y.-H. Lee, K.-C. Ke, N.-W. Chang, S.-Y. Yang*, Development of an UV rolling system for fabrication of micro/nano structure on polymeric films using a gas-roller-sustained seamless PDMS mold, Microsyst. Technol. 24 (2018) 2941–2948
  19. C. Cheng, K.-C. Ke, S.-Y. Yang*, Application of graphene–polymer composite heaters in gas-assisted micro hot embossing, RSC Adv. 7 (2017) 6336–6344
  20. Y.-M. Shih, C.-C. Kao, K.-C. Ke, S.-Y. Yang*, Imprinting of double-sided microstructures with rapid induction heating and gas-assisted pressuring, J. Micromechanics Microengineering. 27 (2017) 095012

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