Tzu-Hsuan (Sandy) Chen Email & Phone Number

Santa Clara, California, United States

Pittsburgh, Pennsylvania, United States

Machine Learning Method for Predicting the Bandgap of Metal Oxide Frameworks (MOF)• Constructed Graph Convolutional Neural Networks (GCNN) model in Julia language for predicting bandgap of MOF.• Implemented distributed computing to parallelly train the machine learning model, improving efficiency.

Longmont, Colorado, United States

Reliability Analysis for Predicting Service Life and Failure Rate of Capacitors• Supported Electronic Supply Chain team by analyzing the reliability of components used in hard disk driver (HDD).• Conducted Degradation Analysis and Weibull Analysis to estimate failure rate, ensuring product lifespan over 5 years.• Forecasted potential failures and calculated Time to Failure (TTF) based on the Accelerated Testing datasets.

Hsinchu City, Taiwan

Microstructure Modification of Hydrogel for Improving Structural Properties• Utilized DOE and handmade equipment to create tubular microstructure, increasing water diffusion by 7% in hydrogels.• Operated SEM to inspect microstructures coated by plasma sputtering and analyzed pore sizes by using ImageJ. • Imaged central structures stained with fluorescent label using confocal laser scanning microscope and analysis software.• Created a 2D CAD model for COMSOL Multiphysics simulations of stress distribution during self-contraction process.

Master Of Science - Ms, Computational Materials Science And Engineering

• Coursework: Electronic and Atomistic Simulation Tools, Computational Thermodynamics, Machine Learning

Bachelor Of Science - Bs, Materials Science And Engineering

• Coursework: Microelectronics Processing Technology, Device Physics, Electronic Materials, Electrical Engineering, Data Structure •.