AtomBot Project

Advisor: Y Z, Jan. 2024 — Present, University of Michigan, Ann Arbor, USA.

• Build the simulation model for stochastic mechanics of single vibrating atombot.
• Design and realize the embedded control system for single atombot.

Neural Signal Control for Bio-mechanical Balancing

Advisor: Jingshuang (Lisa) Li, Sep. 2023 — Present, University of Michigan, Ann Arbor, USA.

• Build a bio-mechanical human model of postural balancing on a log.
• Developed LQR and LQG controller to understand human behavior.
• Raised a discrete-output-state LQR/LQG model correspond to simple calculation in spiking neuronal network.
• Implement the neural control to both torque model and muscle-force model.

Combustion Studies with Machine Learning

Advisor: Dezhi Zhou , Sep. 2022 — Aug. 2023, Shanghai Jiao Tong University, Shanghai, China.

• Build artificial neural network and graph neural network model to predict the ignition delay of a certain kind of fuel.
• Explored a transfer learning method aimed at predicting ignition delay for various fuels with different molecular structure.
• Thesis: Ignition Delay Prediction for Fuels with Different Molecule Structures via A Transfer Learning
  Approach (Submitted to the Journal Engineering Applications of Artificial Intelligence).