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  1. Seong Hee Cho, Seokgoo Kim, and Joo-Ho Choi. "Transfer Learning-Based Fault Diagnosis under Data Deficiency."
    Applied Sciences 10.21 (2020): 7768. JIF percentile 65.38%.


  2. Seokgoo Kim, Dawn An, and Joo-Ho Choi. "Diagnostics 101: A Tutorial for Fault Diagnostics of Rolling Element Bearing Using Envelope Analysis in MATLAB." Applied Sciences 10.20 (2020): 7302. JIF percentile 65.38%.

  3. Sung Jin Kim, and Joo-Ho Choi. "Comparative Study for Inspection Planning of Aircraft Structural Components."
    International Journal of Aeronautical and Space Sciences (2020): 1-10.


  4. Jinwoo Sim, Seokgoo Kim, Hyung Jun Park and Joo-Ho Choi, "A Tutorial for Feature Engineering in the Prognostics and Health Management of Gears and Bearings," Applied Sciences 10.16 (2020): 5639. JIF percentile 65.38%.

  5. Seokgoo Kim, Nam Ho Kim, and Joo-Ho Choi, "Information Value-Based Fault Diagnosis of Train Door System under Multiple Operating Conditions," Sensors 20.14 (2020): 3952, IF 3.03, JIF percentile 76.23%. 

  6. Jaewoong Park, Seokgoo Kim, Joo-Ho Choi, Seung Hwan Lee, Frequency energy shift method for bearing fault prognosis using microphone sensor, to appear, Mechanical Systems and Signal Processing (2020). IF 5.005, JIF percentile 94.9%.

  7. Seokgoo Kim, Hyung Jun Park, Daeil Kwon, Joo-Ho Choi, A novel prognostics approach using shifting kernel particle filter of li-ion batteries under state changes, IEEE Transactions on Industrial Electronics (2020), published on-line. IF 7.05, JIF percentile 99.2%.

  8. Sung Jin Kim, Hee-Seong Kim, Joo-Ho Choi, Modified Reliability Centered Maintenance Analysis considering Probability of Detection, Journal of Aerospace Information Systems, 17.5 (2020): 240-247. IF 0.787, JIF percentile 17.74%.

  9. Chaeyoung Lim, Seokgoo Kim, Yun-Ho Seo, Joo-Ho Choi, Feature Extraction for Bearing Prognostics using Weighted Correlation of Fault Frequencies over Cycles, Structural Health Monitoring, (2020): 1475921719900917. IF 4.939, JIF percentile 96.9%.

  10. Seokgoo Kim, Nam H. Kim, Joo Ho Choi, “Prediction of Remaining Useful Life by Data Augmentation Technique based on Dynamic Time Warping,” Mechanical Systems and Signal Processing 136 (2020): 106486. IF 5.005, JIF percentile 94.9%.

  11. S Ham, SY Han, S Kim, HJ Park, KJ Park, JH Choi, A Comparative Study of Fault Diagnosis for Train Door System: Traditional versus Deep Learning Approaches, Sensors 19.23 (2019): 5160. IF 3.03, JIF percentile 76.23%.

  12. Yuri Yun, Junyong Lee, Hwa‑suk Oh, Joo Ho Choi, "Remaining useful life prediction of reaction wheel motor in satellites."
    JMST Advances (2019): 1-8.


  13. Seokgoo Kim, Joo Ho Choi, “Convolutional Neural Network for Gear Fault Diagnosis based on Signal Segmentation Approach,” Structural Health Monitoring 18(5-6) (2019): 1401–1415. IF 4.939, JIF percentile 96.9%, Citation 2.

  14. Insun Shin, Junmin Lee, Jun Young Lee, Kyusung Jung, Daeil Kwon, Byeng D. Youn, Hyun Soo Jang, Joo-Ho Choi, "A Framework for Prognostics and Health Management Applications toward Smart Manufacturing Systems." International Journal of Precision Engineering and Manufacturing-Green Technology 5.4 (2018): 535-554. IF 3.774, JIF percentile 91.8%, Citation 8.

  15. Dawn An, Joo-Ho Choi, Nam H. Kim. “Prediction of Remaining Useful Life Using Accelerated Life Testing Data Under Different Conditions,” Journal of Mechanical Science and Technology 32.6 (2018): 2497-2507. IF 1.128, JIF percentile 33.5%, Citation 4.

  16. Sungho Park, Seokgoo Kim, Joo Ho Choi, “Gear fault diagnosis using transmission error and ensemble empirical mode decomposition,” Mechanical Systems and Signal Processing, 108 (2018): 262-275. IF 4.116, JIF percentile 97.3%, Citation 28.

  17. Dawn An, Joo-Ho Choi, Nam H. Kim. “Remaining useful life prediction of rolling element bearings using degradation feature based on amplitude decrease at specific frequencies,” Structural Health Monitoring 17.5 (2018): 1095-1109. IF 3.798, JIF percentile 94.3%. Citation 3.

  18. KH Moon, JH Gang, DS Kim, JK Kim, JH Choi. "A Probabilistic based Systems Approach to Reliability Prediction of Solid Rocket Motors", International Journal of Aeronautical and Space Sciences, 17.4 (2016): 565-578.

  19. HS Kim, SG Jang, NH Kim, JH Choi. "Statistical Calibration and Validation of Elasto-Plastic Insertion Analysis". Structural & Multidisciplinary Optimization, 54.6 (2016): 1573-1585.

  20. J Park, JM Ha, H Oh, BD Youn, JH Choi, NH Kim. "Model-Based Fault Diagnosis of a Planetary Gear": A Novel Approach Using Transmission Error, IEEE Transactions on Reliability, 65.4 (2016): 1830-1841.

  21. C Park, JH Choi, RT Haftka. "Teaching a Verification and Validation Course Using Simulations and Experiments with Paper Helicopters." Journal of Verification, Validation and Uncertainty Quantification 1.3 (2016): 031002.

  22. W Sung, DS Hwang, J Nam, JH Choi, J Lee. "Robust and Efficient Capacity Estimation Using Data-Driven Metamodel Applicable to Battery Management System of Electric Vehicles." Journal of The Electrochemical Society, 163 (6) A981-A991 (2016).

  23. HJ Kim, SH Lee, YC Kong, SP Jang, JH Choi, J Koo. "Long-term reliability of the thermal performance of a flat-plate heat pipe using a prognostics method." International Journal of Heat and Mass Transfer 82 (2015): 369-372.

  24. SJ Lee, G Zi, S Mun, JS Kong, JH Choi. "Probabilistic prognosis of fatigue crack growth for asphalt concretes." Engineering Fracture Mechanics 141, (2015), 212–229.

  25. D An, NH Kim, JH Choi. "Practical options for selecting data-driven or physics-based prognostics algorithms with reviews." Reliability Engineering & System Safety 133 (2015): 223-236.

  26. D An, NH Kim, JH Choi. "Statistical aspects in neural network for the purpose of prognostics." Journal of Mechanical Science and Technology 29.4 (2015): 1369-1375.

  27. J Lee, W Sung, JH Choi. "Metamodel for Efficient Estimation of Capacity-Fade Uncertainty in Li-Ion Batteries for Electric Vehicles." Energies 8.6 (2015): 5538-5554.

  28.  SH Park, JH Choi, "Probabilistic Analysis of Rattle Occurrence in the Gap of Automotive Interior Parts", Journal of Mechanical Science and Technology, 28(10) 3991~3996, 2014

  29. Kyungmok Kim, Jaewook Lee, Joo-Ho Choi, "Development of a Fatigue Model for Low Alloy Steels Using a Cycle-Dependent Cohesive Zone Law", Article ID 124037, Advances in Mechanical Engineering, 2014

  30. D An, JH Choi, NH Kim, "Prognostics 101: A tutorial for particle filter-based prognostics algorithm using Matlab", Reliability Engineering and System Safety 115, 161-169, 2013

  31. Dawn An, Joo-Ho Choi, "Improved MCMC method for parameter estimation based on marginal probability density function", Journal of Mechanical Science and Technology 27(6), 1771-1779, 2013

  32. Dawn An, Joo-Ho Choi, "Efficient Reliability Analysis based on Bayesian Framework under Input Variable and Metamodel Uncertainties", Structural & Multidisciplinary Optimization, 46(4), 533-547, 2012.10

  33. Jinhyuk Gang, Dawn An, Jinwon Joo, Joo-Ho Choi, "Uncertainty Analysis of Solder Alloy Material Parameters Estimation based on Model Calibration Method", Microelectronics Reliability, 52,1128–1137, 2012

  34. Sangho Ko, Joo Ho Choi, and Sangchul Lee, "Reliable Damage Prognosis for Structures Using the LSCR Approach", AIAA Journal of Aircraft 49(1), 323-328, 2012.01

  35. Dawn An, Joo-Ho Choi, and Nam H. Kim, "Identification of Correlated Damage Parameters under Noise and Bias Using Bayesian Inference", Structural Health Monitoring (SHM), 11(3),292-302, 2012.05

  36. Dawn An, Joo-Ho Choi, Tony Schmitz and Nam H. Kim, "In-situ monitoring and prediction of progressive joint wear using Bayesian statistics", Wear 270(11-12), 828-838, 2011.05

  37. Dawn An, Joo-Ho Choi, Nam H. Kim and Sriram Pattabhiraman, "Fatigue Life Prediction Based on Bayesian Approach to Incorporate Field Data into Probability Model", Structural Engineering and Mechanics 37(4), 427-442, 2011.02

  38. Tae-Gyu Park, Chang-Hyun Choi, Jun-Ho Won, Joo-Ho Choi, "An Efficient Method for Fatigue Reliability Analysis Accounting for Scatter of Fatigue Test Data", International Journal of Precision Engineering and Manufacturing 11(3), 429-437, 2010.06

  39. Jooho Choi, Dawn An, Junho Won, "Bayesian Approach for Structural Reliability Analysis and Optimization Using the Kriging Dimension Reduction Method", ASME Journal of Mechanical Design 132(5), 051003, 2010.05

  40. Yeong K. Kim, In Soo Park, Jooho Choi, "Warpage mechanism analyses of strip panel type PBGA chip package", Microelectronics Reliability 50(3), 398-406, 2010.03

  41. Junho Won, Changhyun Choi, Jooho Choi, "Improved dimension reduction method (DRM) in uncertainty analysis using kriging interpolation", Journal of Mechanical Science and Technology 23(5), 1249-1260, 2009.05

  42. J. H. Choi, W. H. Lee, J. J. Park, B. D. Youn, "A study on robust design optimization of layered plate bonding process considering uncertainties", Structural and Multidisciplinary Optimization 35(6), 531-541, 2008.06

  43. Jin-Young Kim, Joo-Ho Choi, Jin-Won Joo, "A study on robust optimization of layered plates bonding process based on inverse analysis", Journal of Materials Processing Technology 201(1-3), 261-266, 2008.05

  44. Joo Ho Choi, "Shape design sensitivity analysis for stability of elastic continuum structures", International Journal of Solids and Structures 44(5), 1593-1607, 2007.03

  45. Joo Ho Choi, H. G. Kwak, R. B. Grandhi, "Boundary Method for Shape Design Sensitivity Analysis in Solving Free-Surface Flow Problems", Journal of Mechanical Science and Technology 19(12), 2231-2244, 2005.12

  46. J.H. Choi, R.C. Penmetsa and R.V. Grandhi, "Shape Optimization of the Cavitator for a Supercavitating Torpedo", Structural & Multidisciplinary Optimization 29(2), 159-167, 2005.02

  47. Joo-Ho Choi, Duk-Sik Ha, Jun-Bum Kim, Ramana V.Grandhi, "Inverse Design of Glass Forming Process Simulation using An Optimization Technique and Distributed Computing", Journal of Materials Processing Technology 148(3), 342-352, 2004.05

  48. Joo Ho Choi, "Shape Design Sensitivity Analysis and Optimization of General Plane arch structures", Finite Elements in Analysis and Design 39(2), 119-136, 2002.12

  49. Joo Ho Choi, "Configuration Design Sensitivity Analysis and Optimization of Beam Structures", Computational Mechanics 29(2), 129-142, 2002.08

  50. Joo Ho Choi, Boo Youn Lee, Jung Suk Han, "Boundary Integral Method for Shape Optimization of Interface Problems and Its Application to Implant Design in Dentistry, Computer Methods in Appl". Mech. & Engrg. 190(51-52), 6909-6926, 2001

  51. Joo Ho Choi, Boo Youn Lee, Jung Suk Han, "Shape Design Sensitivity Analysis for Interface Problem in Axisymmetric Elasticity", KSME Journal 14(2), 197-206, 2000.02

  52. Boo Youn Lee, Joo-Ho Choi, Byung Man Kwak, "Shape Optimization of Two-dimensional Thermal Conducting Solid using Boundary Integral Equation Formulation", KSME Journal 6(2), 114-121, 1992.04

  53. Joo-Ho Choi, Byung Man Kwak, "A Unified Approach for Adjoint and Direct Method in Shape Design Sensitivity Analysis Using Boundary Integral Formulation", Engineering Analysis with Boundary Elements 7(1), 39-45, 1990.03

  54. J. H. Choi, K. K. Choi, "Direct Differentiation Method for Shape Design Sensitivity Analysis using Boundary Integral Formulation", Computers and Structures 34(3), 499-508, 1990

  55. Joo-Ho Choi, Byung Man Kwak, "A Boundary Integral Equation Formulation in Derivative Unknowns for Two-Dimensional Potential Problems", J. of Applied Mechanics 56(3), 617-623, 1989.09

  56. Joo-Ho Choi, Byung Man Kwak, "Boundary Integral Equation Method for Shape Optimization of Elastic Structures", Inter. J. for Numerical Methods in Engineering 26(7), 1579-1595, 1988.07

  57. Joo-Ho Choi, Byung Man Kwak, "Shape Design Sensitivity Analysis of Elliptic Problems in Boundary Intefral Equation Formulation", Mechanics and Structures and Machines 16(2), 147-165, 1988

  58. Joo-Ho Choi, Byung Man Kwak, "Shape Design Sensitivity Analysis Based on Boundary Integral Equation Method Considering General Shape Variations Part Ⅱ : for Potential, Elasticity and Plate Bending Problems", KSME Journal 1(2), 128-132, 1987.04

  59. Byung Man Kwak, Joo-Ho Choi, "Shape Design Sensitivity Analysis Based on Boundary Integral Equation Method Considering General Shape Variations Part Ⅰ: for Elliptic Operator Problems", KSME Journal 1(1), 70-73, 1987.04

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