李明健
力学和多物理场耦合研究
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Artificial Intelligence and Simulation Science 人工智能与仿真科学(全英文)本科生课程配套代码
  1. Linear regression with least square method [Python]
  2. Linear regression with gradient descent method [Python]
  3. Logistic regression for classification [Python]
  4. Support vector machine model for classification [Python]
  5. K-Nearest Neighbors (KNN) for recognizing handwritten digits [Python]
  6. K-means clustering of two-dimensional data [Python]
  7. Convolutional Neural Network (CNN) for handwritten digits identifying [Python]
  8. Vibration of a mass-spring-damper system [Matlab]
  9. Simulation of the three-body problem [Matlab]
  10. Parameteric modeling of complex geometry [APDL]
  11. Simulation of beam vibration [APDL]
  12. Impact process of a lunar lander [APDL]
  13. Evolution of an electromagnetic pulse [Matlab]
  14. Propagation and reflection of sinusoidal electromagnetic waves [Matlab]
  15. Beam scanning of a phased array antenna [Matlab]
指导学生
刘振华2022级 硕士研究生 机械工程 在读
于荣岳2022级 硕士研究生 车辆工程 在读
徐鸿博2023级 硕士研究生 力学 在读
姚炎隆2024级 硕士研究生 车辆工程 在读
张嘉鹏2024级 硕士研究生 车辆工程 在读
mingjianli@bit.edu.cn