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@KHU-MASLAB

Modeling & Simulation Lab.

Department of Mechanical Engineering (Integrated Engineering), Kyung Hee University

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.

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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 3 1

  2. Enhanced-CB Enhanced-CB Public

    1

  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

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