MY PROJECTS
Some of the links are coming soon......
SHORT AND BROADBAND MODE-DIVISION MULTIPLEXERS USING SUPERSYMMETRIC OPTICAL STRUCTURES AND SHORTCUT TO ADIABATICITY
。Feb,2019 ~ Dec,2019
。Department of Photonic Science
The project is conducted in Photonic Devices Lab, Department of Photonics. In Dec 2019, the research was successfully published in Optics and Photonics Taiwan International Conference. For the abstract of the paper, we design photonic mode-division multiplexers by means of using the analogy between quantum optics and optical waveguides theory. For the results, our devices not only demonstrate the exceptional properties on high fabrication tolerance and broad bandwidth but also have ultra-short length compared with previous designs.
MEASURING BALLISTIC THERMAL TRANSPORT DURING ROOM TEMPERATURE BY DETECTING PERIODIC INFRARED RAY
。Jul,2019 ~ Aug,2019
。Center for Condense Matter Sciences
The research was conducted at Center for Condensed Matter, National Taiwan University. The project proposed that measuring the ballistic thermal transport by detecting high-frequency infrared signal, instead of using frequency-domain thermo-reflectance. In the research, we would focus on two semiconductor materials - Si and GaAs.
CARBON CAPTURE AND UTILIZATION: PROCESSING INDUSTRIAL FLUE GAS TO ULTRA-HIGH PURITY OF CARBON DIOXIDE BY ETHANOLAMINE ABSORPTION
。Nov,2019 ~ Dec,2019
。Department of Chemical Engineering
The project is done in the Process Design Course which is a senior year undergraduate course in Chemical Engineering. The project mainly focused on processing the industrial flue gas. In the project, we treat the toxic substances by a series of chemical processes and then condense the carbon dioxide to get the ultra-high concentration of CO2.
MATERIALS INFORMATICS USING MACHINE LEARNING
。Feb,2020 ~ Now
。Department of Civil Engineering
The project is now conducted in the Artificial Intelligence Materials Lab, Department of Civil Engineering. My project is focusing on using 5 linear type models and 7 aggregation type models to predict the chemical properties of the organic molecules. For the research, we use the Quantum Mechanics 9 dataset which include 133885 small but diverse CHONF molecules to train our ML models.
TOPOLOGICAL MATERIALS WITH COMPUTATIONAL PHYSICS
。Nov,2019 ~ Now
。Department of Physics
The project is now conducted in Computational Materials Lab, Department of Physics. My responsibility is computing the band structure of topological materials PdTe2. For the research, we use the computational physics software VASP and WANNIER90 with DFT methods to calculate the properties of the material.
THE GAS ADSORPTION EFFECT ON GRAPHENE NANOFLAKES
。Mar,2020 ~ Now
。Department of Chemistry
The project is done in Materials and Molecules simulation courses which is a master level course in the department of chemistry. My project focus on using computational chemistry software to simulate the interaction between graphene nanoflakes and gaseous molecules, such as CO2, CO, NO, O2, etc. In the research, the density of state and HOMO-LUMO structures are also presented.
ANALYZING STRESS, STRAIN, AND MOMENT USING FINITE ELEMENT METHOD.
。Mar,2020 ~ Now
。Department of Mechanical Engineering
The project is completed in Department of Mechanical Engineering. Our research is focusing on using finite element method (FEM) to simulate the human femur bone. My responsibility are simulating the models using ANSYS, especially focusing on meshing.
BIG DATA ANALYSIS AND DATA MINING
。Mar,2020 ~ Now
。Department of Resource Engineering
The project is focusing on using machine learning models to analysis the house price in Taichung City. For the research, we mainly use the aggregation models, such as Decision Tree, Random Forest, Bagging, Gradient Boost, AdaBoost..... to predict.
MOSFET AND MESFET SIMULATION USING NUMERICAL ANALYSIS
。Mar,2020 ~ Jun,2020。Department of Aerospace Engineering
The project is conducted in the capstone course in the Department of Aerospace Engineering. The project mainly focuses on using numerical analysis software to simulate electronic concentration, thermal distribution, and stress distribution.