Author

Giyeol Han

Observed name: G.J Han

Institution: Sogang University

Observed institution: Sogang University

ORCID: 0000-0001-8831-0510

Observed ORCID: 0000-0001-8831-0510

OpenAlex ID: A5029278875

Deep learning based nanoindentation method for evaluating mechanical properties of polymers

2023 · Soowan Park, Karuppasamy Pandian Marimuthu, et al. · International Journal of Mechanical Sciences · 70

Evaluation of thin film material properties using a deep nanoindentation and ANN

2022 · Giyeol Han, Karuppasamy Pandian Marimuthu, et al. · Materials & Design · 54

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Design and numerical evaluation of recycled-carbon-fiber-reinforced polymer/metal hybrid engine cradle concepts

2019 · João Henrique Fonseca, Giyeol Han, et al. · International Journal of Mechanical Sciences · 49

Evaluation of plastic properties and equi-biaxial residual stress via indentation and ANN

2024 · Giyeol Han, Bohyun Lee, et al. · Materials & Design · 29

Determination of plastic properties of weld metals using an optimal regression of tensile and hardness test data

2020 · Giyeol Han, João Henrique Fonseca, et al. · International Journal of Mechanical Sciences · 14

Machine learning based dual flat-spherical indentation approach for rough metallic surfaces

2023 · Karuppasamy Pandian Marimuthu, Jaemu Lee, et al. · Engineering Applications of Artificial Intelligence · 13

Influence of substrate type and film thickness on the failures of Zr-based thin-film metallic glass under nanoscratch

2022 · Karuppasamy Pandian Marimuthu, Uihwan Jeong, et al. · Wear · 13

Multilayer thin film metallic glasses under nanoscratch: Deformation and failure characteristics

2022 · Karuppasamy Pandian Marimuthu, Giyeol Han, et al. · Journal of Non-Crystalline Solids · 12

Effect of modulation ratio on the mechanical behavior of multilayer-thin-film metallic glasses

2021 · Karuppasamy Pandian Marimuthu, Giyeol Han, et al. · Journal of Materials Research and Technology · 12

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Mechanical property evaluation of thin film metallic glasses via molecular dynamics and finite element analyses

2023 · Sihyung Lee, Giyeol Han, et al. · Journal of Non-Crystalline Solids · 10

Shape optimization of square weld nut in projection welding

2021 · Giyeol Han, Sangun Ha, et al. · The International Journal of Advanced Manufacturing Technology · 10

Measuring Microscale In-Plane Indentation Displacement Field for Material Characterization

2024 · Giyeol Han, Bohyeon Lee, et al. · IEEE Transactions on Instrumentation and Measurement · 9

A dual indentation method for evaluating intrinsic material properties of metals under residual stress

2024 · Jaemu Lee, Karuppasamy Pandian Marimuthu, et al. · Journal of Materials Research and Technology · 8

Evaluation of polymer viscoelasticity by integrated micro-indentation test with optical flow algorithm

2025 · Giyeol Han, Yeongmin Yoon, et al. · Polymer Testing · 5

Estimation of shear fracture load in resistance projection welded sheets with dissimilar strength and thickness

2020 · Giyeol Han, Sangun Ha, et al. · Engineering Failure Analysis · 4

Investigation of in-plane visco-deformation in PMMA indentation via TLV model calibrated with tensile specimens

2024 · Bohyeon Lee, Giyeol Han, et al. · Journal of Materials Research and Technology · 3

Prediction of Shear Fracture Load in Resistance Projection Welding with Dissimilar Materials and Thickness of High Strength Steel

2019 · Giyeol Han, Sangun Ha, et al. · Transactions of the Korean Society of Mechanical Engineers A · 1

Optimal Design of Square Weld Nut by Taguchi Method and FE Analyses in Nut Projection Welding

2019 · Sangun Ha, Giyeol Han, et al. · Transactions of the Korean Society of Mechanical Engineers A · 1

Evaluation of Mechanical Properties of Metallic Glasses via MD and FEA

2023 · Sihyung Lee, Giyeol Han, et al. · Transactions of the Korean Society of Mechanical Engineers A

A Study on Structural Design of Conveyor Frame for High Efficiency Gantry Crane

2004 · S.W Lee, J.J Shim, et al. · Journal of Navigation and Port Research

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Works count: 20

Citation count: 317

H-index: 10

I10-index: 11