Peer-Reviewed Publications

  1. [Under Review] Kim, B., Maharjan, S., Guidio, B., Thomas, J., Pranto, F. M., Schaal, C., & Jeong, C. (2025).
    Elastodynamic imaging of void in a PML-truncated semi-infinite solid material using a deep convolutional neural network.
    Engineering Geology
  2. 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 in an anisotropic composite structure.
    UltrasonicsJournal Paper Link
  3. 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 DynamicsJournal Paper Link
  4. 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 in a 2D Solid Using Elastic Waves.
    Journal of Engineering MechanicsJournal Paper Link
  5. Maharjan, S., Guidio, B., Fathi, A., & Jeong, C. (2022).
    Deep and Convolutional Neural Networks for Identifying Vertically Propagating Incoming Seismic Wave Motion into a Heterogeneous, Damped Soil Column.
    Soil Dynamics and Earthquake EngineeringJournal Paper Link