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@KHU-MASLAB

Modeling & Simulation Lab.

Department of Mechanical Engineering (Integrated Engineering), Kyung Hee University
README.md

Welcome to Modeling and Simulation (M&S) lab (Jin-Gyun Kim's group)

We are in Department of Mechanical Engineering at Kyung Hee University. We develop computational modeling and simulation methods of structures based on classical mechanics, in particular, for dynamics and vibration. Our current academic focus is to develop numerical methods for the following issues:

  • Deterministic/stochastic M&S
  • Multi-physics M&S
  • Data driven M&S (In particular, for digital twin, virtual sensing and real-time simulation)
  • Engineering applications

We also tackle broad range projects of vibration, dynamics and CAE issues with both academic and industrial partners. For more information, please visit our website.

Hits

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  1. cNN-DP cNN-DP Public

    A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives

    Python 1 1

  2. Enhanced-CB Enhanced-CB Public

  3. TimeSeriesSeq2Seq TimeSeriesSeq2Seq Public

    Sequence-to-sequence model implementations including RNN, CNN, Attention, and Transformers using PyTorch

    Python 1

  4. Vibroacoustic_ROM Vibroacoustic_ROM Public

Repositories

Showing 10 of 10 repositories
  • Vibroacoustic_ROM Public
    KHU-MASLAB/Vibroacoustic_ROM’s past year of commit activity
    0 0 0 0 Updated Jul 5, 2024
  • Hydroelastic_2D_floating-beam Public
    KHU-MASLAB/Hydroelastic_2D_floating-beam’s past year of commit activity
    0 0 0 0 Updated Jul 5, 2024
  • Enhanced-CB Public
    KHU-MASLAB/Enhanced-CB’s past year of commit activity
    0 0 0 0 Updated Jul 5, 2024
  • ROS-SLAM-AppleSilicon Public

    ROS with Turtlebot3 SLAM Simulation installation for Apple Silicon (M1, M2) users

    KHU-MASLAB/ROS-SLAM-AppleSilicon’s past year of commit activity
    Shell 0 MIT 0 0 0 Updated Oct 30, 2023
  • RecurDynPython Public

    RecurDyn automation using Python and ProcessNet

    KHU-MASLAB/RecurDynPython’s past year of commit activity
    Python 2 MIT 0 1 0 Updated Sep 17, 2023
  • TimeSeriesSeq2Seq Public

    Sequence-to-sequence model implementations including RNN, CNN, Attention, and Transformers using PyTorch

    KHU-MASLAB/TimeSeriesSeq2Seq’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 28, 2023
  • cNN-DP Public

    A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives

    KHU-MASLAB/cNN-DP’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jun 12, 2023
  • cNN-DP_deprecated Public

    cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.

    KHU-MASLAB/cNN-DP_deprecated’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Feb 7, 2023
  • DNN_Basic Public

    Basic level DNN codes with PyTorch.

    KHU-MASLAB/DNN_Basic’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 6, 2023
  • .github Public
    KHU-MASLAB/.github’s past year of commit activity
    0 0 0 0 Updated Nov 30, 2022

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