Optimized Brownian dynamics simulations for active Brownian nematics and conducted experiments to model self-propulsion and random diffusion in particles, focusing on the behavior of specific nematic shapes.

Tested self-propelled capsule camera for gastroscopy tasks using magnetic system. Adapted novel 3D interior reconstruction algorithm tailored to the specific characteristics of the capsule camera, considering factors such as limited computational resources, motion blur, and varying lighting conditions.Researched on SOTA 3D reconstruction techniques, including Structure-from-Motion, NeRF, Gaussian Splitting, and emerging metasurface and polarization-based approaches. Implemented baseline models to benchmark performance of real-time imaging systems.

Awarded to conduct research at the Singapore Institute of Manufacturing Technology (SIMTech).Independently developed and applied diffusion models for denoising post-FBP reconstruction, explored various and topological reconstruction techniques, and conducted sinogram-based denoising.

Responsible for facilitating weekly group discussions and review to 10 fellow students on Calculus (PILOT Leader)

Supported 12 freshman students from JHU Success Program as TA, aiding in acclimation to college life and understanding school resources, offering academic guidance and feedback on coursework.

Contributed to interdisciplinary development of the VfOx sensor for in-situ atmospheric analysis of Venus.

Improved auto water meter reading in low-light conditions through dark enhancement techniques and generated extensive training data by adding noise to clear data (~20,000 samples). Accuracy achieved 99.99% for both validation and test sets.Enhanced human flow detection within cabin environments by synthesizing airport scene data and integrating human figures using Stable Diffusion. Leveraged YOLOPose and AlphaPose to assess the posture of airport personnel while handling luggage, employing acceleration data to evaluate instances of potentially rough handling.

Summarizing and simplifying astronomy papers from renowned journals into concise 200-300 word pieces, published under pen name "三匝" on Chinese authorized public platforms “环球科学”, accumulating a total of 100k views.

Participated in a five-week online summer school where we studied astronomy at a college level with professors from the University of Colorado. Analyzed the orbit of near-earth asteroid 2003UD8 using the Gauss Method and drafted observation proposals in Python. Performed N-body and statistical simulations to predict the asteroid’s outcome for the next 8 million years.Co-authored research report with 2 group members and published asteroid data to the Minor Planet Center.

• Conducted research in particle physics under the guidance of Prof. Parsons• Independently completed a research project accepted by the 2021 International Conference on Public Relations and Social Sciences• Developed strong analytical and research skills in the field of particle physics

Applied regression methods to identify patterns in lunar extinction and air pollution, and explored their relationship with various variables including atmospheric component and scattering at Shanghai Astronomical Observatory.Cleaned and processed 5000+ raw data in unaligned formats; performed hypothesis testing to check their statistical significance and successfully established a least-square model to evaluate the correlation between factors.Individually drafted report which entered Regeneron International Science and Engineering Fair(ISEF) Hong Kong Final, and later presented at the 5th International Conference on Mechanics, Mathematics and Applied Physics (ICMMAP).