Directory at CAVS
SungKwang (Sungkwang)
Mun
Faculty
Curriculum Vitae not Provided
Mun
Faculty
Curriculum Vitae not Provided
Email
sungkwan@cavs.msstate.edu
Office
CAVS 2182-A
Phone
(662) 325-0482
Address
Mailstop 5405
200 Research Blvd.
Mississippi State, MS 39762
sungkwan@cavs.msstate.edu
Office
CAVS 2182-A
Phone
(662) 325-0482
Address
Mailstop 5405
200 Research Blvd.
Mississippi State, MS 39762
Biography
I am currently an Assistant Research Professor at the Center for Advanced Vehicular Systems (CAVS) at Mississippi State University. My current research focuses on artificial intelligence and machine learning for industrial manufacturing, as well as developing molecular dynamics simulation codes and interatomic potentials using High-Performance Computing (HPC). I am actively engaged in surrogate modeling and optimization for various engineering systems.
Previously, I held positions as a Postdoctoral Researcher at Mississippi State University, where I conducted research on polymeric systems and water irrigation modeling. I serve as a reviewer for numerous journals including Molecular Simulation, IEEE Transactions on Image Processing, and IEEE Transactions on Geoscience and Remote Sensing.
I received the B.S. degree in Computer Engineering from Kwangwoon University, Seoul, Korea, and the Ph.D. degree in Electrical and Computer Engineering from Mississippi State University under the advisement of Dr. James E. Fowler.
Website: https://sungkwang.github.io/
Previously, I held positions as a Postdoctoral Researcher at Mississippi State University, where I conducted research on polymeric systems and water irrigation modeling. I serve as a reviewer for numerous journals including Molecular Simulation, IEEE Transactions on Image Processing, and IEEE Transactions on Geoscience and Remote Sensing.
I received the B.S. degree in Computer Engineering from Kwangwoon University, Seoul, Korea, and the Ph.D. degree in Electrical and Computer Engineering from Mississippi State University under the advisement of Dr. James E. Fowler.
Website: https://sungkwang.github.io/
Selected PublicationsTotal Publications: 27
Lee, N, Mun, S., Johnson, K. L., & Horstemeyer, M. (2024). The Function of Horn Ridges for Impact Damping. Biomimetics. MDPI. 9(8), 506. DOI:https://doi.org/10.3390/biomimetics9080506. [Abstract] [Document Site]
Senanayaka, A., Lee, P., Lee, N, Dickerson, C., Netchaev, A., & Mun, S. (2024). Enhancing the Accuracy of Machinery Fault Diagnosis through Fault Source Isolation of Complex Mixture of Industrial Sound Signals. The International Journal of Advanced Manufacturing Technology. Springer London. 133, 5627-5642. DOI:https://doi.org/10.1007/s00170-024-14080-y. [Document Site]
Chen, K., Mun, S., Baskes, M. I., Horstemeyer, M., & Li, B. (2024). Atomistic Study of Intermetallics of Fe–Al–Zn System and Their Interfacial Properties. Modelling and Simulation in Materials Science and Engineering. 32(6), 065002. DOI:10.1088/1361-651X/ad53ed. [Abstract] [Document Site]
Dickel, D. E., Gwaltney, S. R., Mun, S., Baskes, M. I., & Horstemeyer, M. (2018). Dispersion-Corrected Modified Embedded-Atom Method Bond Order Interatomic Potential for Sulfur. Journal of Physical Chemistry A. 122(49), 9572–9578. DOI:10.1021/acs.jpca.8b07410.
Mun, S., Bowman, A., Nouranian, S., Gwaltney, S. R., Baskes, M. I., & Horstemeyer, M. (2017). Interatomic Potential for Hydrocarbons on the Basis of the Modified Embedded-Atom Method with Bond Order (MEAM-BO). The Journal of Physical Chemistry A. ACS Publications. 121(7), 1502–1524. DOI:10.1021/acs.jpca.6b11343. [Document]
Senanayaka, A., Lee, P., Lee, N, Dickerson, C., Netchaev, A., & Mun, S. (2024). Enhancing the Accuracy of Machinery Fault Diagnosis through Fault Source Isolation of Complex Mixture of Industrial Sound Signals. The International Journal of Advanced Manufacturing Technology. Springer London. 133, 5627-5642. DOI:https://doi.org/10.1007/s00170-024-14080-y. [Document Site]
Chen, K., Mun, S., Baskes, M. I., Horstemeyer, M., & Li, B. (2024). Atomistic Study of Intermetallics of Fe–Al–Zn System and Their Interfacial Properties. Modelling and Simulation in Materials Science and Engineering. 32(6), 065002. DOI:10.1088/1361-651X/ad53ed. [Abstract] [Document Site]
Dickel, D. E., Gwaltney, S. R., Mun, S., Baskes, M. I., & Horstemeyer, M. (2018). Dispersion-Corrected Modified Embedded-Atom Method Bond Order Interatomic Potential for Sulfur. Journal of Physical Chemistry A. 122(49), 9572–9578. DOI:10.1021/acs.jpca.8b07410.
Mun, S., Bowman, A., Nouranian, S., Gwaltney, S. R., Baskes, M. I., & Horstemeyer, M. (2017). Interatomic Potential for Hydrocarbons on the Basis of the Modified Embedded-Atom Method with Bond Order (MEAM-BO). The Journal of Physical Chemistry A. ACS Publications. 121(7), 1502–1524. DOI:10.1021/acs.jpca.6b11343. [Document]