Research & Projects

山重水复疑无路，柳暗花明又一村 (宋.陆游) After endless mountains and rivers that leave doubt whether there is a path out, suddenly one encounters the shade of a willow, bright flowers and a lovely village (translated by Hillary Clinton, 2010)

Feb 1, 2023

Rotten Tomatoes Movies Analysis with Machine Leaning

This project is an analysis of the Rotten Tomatoes Movies dataset, sourced from Kaggle.

Jan 1, 2023

Magnetic Maps Inclinations Prediction with Deep Learning

The purpose of this project is to train a CNN predictor that can predict inclinations of the magnetization of a source body in the subsurface, given a magnetic data map.

Dec 1, 2022

Web application for Exploring National Parks

The application utilizes data from various sources including Kaggle and Data World to provide users with detailed information about each park including its location and activities.

Oct 1, 2022

YouTube Data Extraction and Visualization

This project observed the YouTube’s Videos category, counts, likes and comments based per country and its relation to each other.

Apr 1, 2022

Single-molecule tracking

Neuronal nuclear SOD1 in response to oxidative stress via single-molecule tracking.

Jun 6, 2021

3D single-molecule super-resolution imaging

We examined the oligomeric states of hCTR1 complexes using super-resolution localization microscopy.

Jun 1, 2021

GUI development for single-molecule fluorescent image processing

We created a homemade easy-to-use graphical user interface (GUI) to demonstrate the fundamental concept of smSRM, the fitting of super-resolved images, as well as the significance of key characteristics that would affect the image quality.

Jun 1, 2020

Subcellular antioxidant defense via redox-reactive fluorescent sensor

We reported a new method using combined approaches of organelle-specific redox sensor Grx1-roGFP2 and non-targeted proteomics to investigate the real-time Cu-dependent antioxidant defenses of mitochondria and cytosol in live HEK293 cells.

Jun 1, 2019

Light sheet imaging

Imaging platform optimization via light sheet setup

Jun 1, 2019

Single-molecule interaction simulation

We provide a noise-free single-molecule interaction simulation (SMIS) tool to quantify the interaction kinetic rate constants without using the traditional single-molecule analytical solution approach.

Sep 1, 2018

Single-molecule data processing pipeline

Our lab developed a homemade computational pipeline designed to analyze raw data obtained from imaging techniques used in biological research, such as fluorescence microscopy.