Browse "Dept. of Mechanical Engineering(기계공학과)" by Subject Machine learning

Showing results 4 to 17 of 17

4
Machine learning-assisted optimization of TBBPA-bis-(2,3-dibromopropyl ether) extraction process from ABS polymer

Wan, Yan; Zeng, Qiang; Shi, Pujiang; Yoon, Yong-Jin; Tay, Chor Yong; Lee, Jong-Min, CHEMOSPHERE, v.287, 2022-01

5
Machine learning-based constitutive model for J2- plasticity

Jang, DP; Fazily, Piemaan; Yoon, Jeong Whan, INTERNATIONAL JOURNAL OF PLASTICITY, v.138, pp.102919, 2021-03

6
Machine learning-driven stress integration method for anisotropic plasticity in sheet metal forming

Fazily, Piemaan; Yoon, Jeong Whan, INTERNATIONAL JOURNAL OF PLASTICITY, v.166, 2023-07

7
Machine learning-enabled development of high performance gradient-index phononic crystals for energy focusing and harvesting

Lee, Sangryun; Choi, Wonjae; Park, Jeong Won; Kim, Dae-Su; Nahm, Sahn; Jeon, Wonju; Gu, Grace X.; et al, NANO ENERGY, v.103, 2022-12

8
Machine learning-enabled textile-based graphene gas sensing with energy harvesting-assisted IoT application

Zhu, Jianxiong; Cho, Minkyu; Li, Yutao; He, Tianyiyi; Ahn, Junseong; Park, Jaeho; Ren, Tian-Ling; et al, NANO ENERGY, v.86, 2021-08

9
Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks

Jung, Jiyoung; Park, Kundo; Cho, Byungjin; Park, Jinkyoo; Ryu, Seunghwa, JOURNAL OF INTELLIGENT MANUFACTURING, v.34, no.8, pp.3623 - 3636, 2023-12

10
Powering performance analysis of full-scale ships under environmental disturbances

Yoo, Byunghyun; Kim, Jinwhan, IFAC-PapersOnLine, v.50, no.1, pp.2323 - 2328, 2017-07

11
Self-constructive multiple object detection and tracking in unstructured dynamic human environment = 비구조화된 동적 인간 환경에서의 자가구성 다수 물체 검출 및 추적link

Koo, Seong-Yong; 구성용; et al, 한국과학기술원, 2014

12
Semiconductor Multilayer Nanometrology with Machine Learning

Kwak, Hyunsoo; Kim, Jungwon, Nanomanufacturing and Metrology, v.6, no.1, 2023-12

13
Small failure probability: principles, progress and perspectives

Lee, Ikjin; Lee, Ungki; Ramu, Palaniappan; Yadav, Deepanshu; Bayrak, Gamze; Acar, Erdem, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.11, 2022-11

14
Spring-loaded inverted pendulum modeling improves neural network estimation of ground reaction forces

Kim, Bumjoon; Lim, Hyerim; Park, Sukyung, JOURNAL OF BIOMECHANICS, v.113, 2020-12

15
Structural optimization of an arch-structured epoxy/rubber composite vibration isolator using deep Q-value neural network reinforcement learning

Hong, Hyunsoo; Jeong, Kwang Il; On, Seung Yoon; Kim, Wonvin; Kim, Seong Su, COMPOSITE STRUCTURES, v.323, 2023-11

16
Transfer learning for enhancing the homogenization-theory-based prediction of elasto-plastic response of particle/short fiber-reinforced composites

Jung, Jiyoung; Kim, Yongtae; Park, Jinkyoo; Ryu, Seunghwa, COMPOSITE STRUCTURES, v.285, 2022-04

17
Vision-Based Fault Diagnostics Using Explainable Deep Learning With Class Activation Maps

Sun, Kyung Ho; Huh, Hyunsuk; Tama, Bayu Adhi; Lee, Soo Young; Ha Jung, Joon; Lee, Seungchul, IEEE ACCESS, v.8, pp.129169 - 129179, 2020

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