Publications & Talks
Scholarly Output & Conference Participation
Peer-Reviewed Journal Papers
-
Kim, B., Maharjan, S., Guidio, B., Thomas, J., Pranto, F. M., Schaal, C., & Jeong, C. (2026). "Elastodynamic imaging of voids in a PML-truncated layered solid using a deep convolutional neural network." Engineering Geology. Paper
-
Kim, B., Maharjan, S., Pranto, F. M., Guidio, B., Schaal, C., & Jeong, C. (2024). "Convolutional neural network and level-set spectral element method for ultrasonic imaging of delamination cavities." Ultrasonics. Paper
-
Maharjan, S., Guidio, B., & Jeong, C. (2024). "Convolutional neural network for identifying effective seismic force at a DRM layer for rapid reconstruction of SH ground motions." Earthquake Engineering & Structural Dynamics. Paper
-
Pranto, F. M., Maharjan, S., & Jeong, C. (2023). "Level-Set and Learn: Convolutional Neural Network for Classification of Elements to Identify an Arbitrary Number of Voids." Journal of Engineering Mechanics. Paper
-
Maharjan, S., Guidio, B., Fathi, A., & Jeong, C. (2022). "Deep and Convolutional Neural Networks for Identifying Vertically Propagating Incoming Seismic Wave Motion." Soil Dynamics and Earthquake Engineering. Paper Watch Video
Conference Presentations
-
Investigating Tibia Stress Fracture Using FEM
American Society for Bone and Mineral Research 2025, Seattle, WA. Poster -
Designing Adhesive Interfaces with Superior Bond Strength: A Bioinspired Approach
Society for Biomaterials 2025, Chicago, IL. Poster -
CNN for Identifying Effective Seismic Force at a Domain Reduction Method Layer
Engineering Mechanics Institute Conference 2024, Chicago, IL. Poster -
Smart Bridge: Machine Learning to Identify Structural Defects in a Bridge and a Moving Vibration Source in Real-Time
International Mechanical Engineering Congress & Exposition 2022, Chicago, IL. Poster -
Deep and CNNs for Identifying Vertically-Propagating Seismic Wave Motion
Engineering Mechanics Institute Conference 2022, Baltimore, MD. Poster
Workshops & Symposia
- 2025 Penn Center for Musculoskeletal Disorders Annual Scientific Symposium - Univ. of Pennsylvania
- 2025 Computational Design for Additive Manufacturing - Newlab, NY
- 2025 "Finding Your Inner Modeler" Workshop - UC Irvine
- 2025 AI-Powered Materials Discovery Workshop - Univ. of South Dakota