Conformal Trajectory Prediction with Multi-view Data Integration in Cooperative Driving- Proposed a deep learning framework for trajectory prediction with multi-view data integration in V2I setting- Introduced conformal prediction as a post-hoc module to provide valid and efficient uncertainty quantification for the prediction resultsMultimodal Trajectory Prediction in Autonomous and Connected Environment- Proposed a deep learning model to explore the collaborative capabilities of CV and AV in the trajectory prediction task- A customized CARLA dataset was collected, both the data and code base are publicly available at https://github.com/xichennn/MSMA

SIE 270 - Mathematical Foundations of Systems and Industrial EngineeringSIE 305 - Introduction to Engineering Probability and StatisticsSIE 330R - Engineering Experiment DesignSIE 408/508 - Reliability Engineering

Gaussian Process Model for Tensorial Input with Application to 3D Printed Antennas - Proposed to embed a generalized distance measure into Gaussian kernel which can conveniently incorporate spatial information from freeform 3D printed designs- Investigated Gaussian process-based Bayesian optimization to obtain optimal design parametersDynamic Modeling of Local High School Students' Behavior During Lunch Service- Calibrated model parameters to accurately reflect student behavior during lunch service- Proposed and visualized an optimal student flow design for social distancing using AnyLogic

Analyzed and assessed the investment attractiveness of commercial spaceflight industry