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2020 – today
- 2026
[j15]Gyeongho Kim
, Sang Min Yang, Sujin Jeon, Soyeon Park, Jaegyeong Choi, Hyung Wook Park, Sunghoon Lim:
Robust tool wear prediction under novel operating conditions via physics-guided unsupervised domain adaptation. Adv. Eng. Informatics 69: 103883 (2026)- [j14]Changheon Han, Yun Seok Kang, Yuseop Sim, Hyung Wook Park, Martin Byung-Guk Jun:
LISTEN: lightweight industrial sound-representable transformer for edge notification. Adv. Eng. Informatics 76: 104944 (2026) - [j13]Soyeon Park, Sang Min Yang, Gyeongho Kim, Dong Min Kim, Dong Chan Kim, Hoon-Hee Lee, Jae Gyeong Choi, Sujin Jeon, Sunghoon Lim, Hyung Wook Park:
Towards holistic machinability estimation of titanium alloy: An integrated approach with enhanced feature extraction and physics-guided deep multi-task learning. Adv. Eng. Informatics 76: 104964 (2026) - [j12]Jaegyeong Choi, Dong Chan Kim, Dong Min Kim, Gyeongho Kim, Sujin Jeon, Sunghoon Lim, Hyung Wook Park:
Supervised contrastive learning for multi-source domain generalization: Tool failure prediction in data-deficient cryogenic milling processes. Appl. Soft Comput. 187: 114217 (2026) - [j11]Yun Seok Kang, Jae Gyeong Choi, Sang Min Yang, Sunghoon Lim, Dong Chan Kim, Hyung Wook Park:
Artificial intelligence augmented digital twin for improving the machinability in a robotic carbon fiber reinforced plastics machining process. J. Intell. Manuf. 37(6): 2259-2274 (2026) - [j10]Sang Min Yang, Joon-Hyeok Choe, Jisoo Kim, Dong Min Kim, Hyung Wook Park:
Intelligent digital twin process for the end-milling simulation combined with a multi-physical model. J. Intell. Manuf. 37(8): 3335-3352 (2026) - 2025
- [j9]Hyunmin Park, Jun Goo Kang, Jin Seok Kim, Eun Goo Kang, Seung-Kyum Choi, Hyung Wook Park:
Generative adversarial network-based prediction of microhole profile drilled with high-energy electron beam on silicon wafer. Eng. Appl. Artif. Intell. 159: 111763 (2025) - [j8]Hyunmin Park, Yun Seok Kang, Seung-Kyum Choi, Hyung Wook Park:
Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data. J. Intell. Manuf. 36(4): 2677-2693 (2025) - [j7]Gyeongho Kim, Yun Seok Kang, Sang Min Yang, Jaegyeong Choi, Gahyun Hwang, Hyung Wook Park, Sunghoon Lim:
Fisher-informed continual learning for remaining useful life prediction of machining tools under varying operating conditions. Reliab. Eng. Syst. Saf. 253: 110549 (2025) - [i2]Changheon Han, Yuseop Sim, Hoin Jung, Jiho Lee, Hojun Lee, Yun Seok Kang, Sucheol Woo, Garam Kim, Hyung Wook Park, Martin Byung-Guk Jun:
IMPACT: Industrial Machine Perception via Acoustic Cognitive Transformer. CoRR abs/2507.06481 (2025) - [i1]Changheon Han, Yun Seok Kang, Yuseop Sim, Hyung Wook Park, Martin Byung-Guk Jun:
LISTEN: Lightweight Industrial Sound-representable Transformer for Edge Notification. CoRR abs/2507.07879 (2025) - 2024
- [j6]Jaegyeong Choi, Dong Chan Kim, Miyoung Chung, Sunghoon Lim, Hyung Wook Park:
Multimodal 1D CNN for delamination prediction in CFRP drilling process with industrial robots. Comput. Ind. Eng. 190: 110074 (2024) - [j5]Jaegyeong Choi, Dong Chan Kim, Miyoung Chung, Gyeongho Kim, Hyung Wook Park, Sunghoon Lim:
Accurate synthesis of sensor-to-machined-surface image generation in carbon fiber-reinforced plastic drilling. Expert Syst. Appl. 255: 124656 (2024) - 2023
- [j4]Gyeongho Kim, Sang Min Yang, Dong Min Kim, Sinwon Kim, Jaegyeong Choi, Minjoo Ku, Sunghoon Lim, Hyung Wook Park:
Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy. Appl. Soft Comput. 148: 110922 (2023)
2000 – 2009
- 2009
- [j3]Hyung Wook Park, Steven Y. Liang, Jae-Woong Youn:
Characterising the topography of a micro-grinding wheel. Int. J. Manuf. Res. 4(1): 1-16 (2009) - 2007
- [j2]Hyung Wook Park, Steven Y. Liang, Rui Chen:
Microgrinding force predictive modelling based on microscale single grain interaction analysis. Int. J. Manuf. Technol. Manag. 12(1/2/3): 25-38 (2007) - 2006
- [j1]Daniel J. Cox, Glynn Newby, Hyung Wook Park, Steven Y. Liang, Wang-Lin Liu, Shang-Bin Hsieh, Joon Hwang:
Precision Machining with Micro-Scale Vertical Machining Center. J. Adv. Comput. Intell. Intell. Informatics 10(2): 187-195 (2006)
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