Mingwei Ge
Research Assistant at Yale University
New Haven, Connecticut, United States
Summary
👤
Senior🎓
Top SchoolMingwei Ge is a research-driven scientist-engineer with eight years of experience at the intersection of chemistry, physics, and machine learning, currently pursuing a PhD in Electrical Engineering at Yale. He develops and applies computational and experimental techniques—ranging from ab-initio calculations and transient spectroscopy to graph neural networks and active learning—to advance organic-inorganic hybrid semiconductor photodetectors and spin dynamics studies. His work spans academic and industry settings, including a Samsung internship where he built generative models to design TADF molecules for OLEDs by coupling GNNs with DFT and post-HF calculations. Based in New Haven, he blends hands-on lab skills with ML-driven model development to solve materials challenges, often integrating full-stack workflows that accelerate discovery and device optimization.
8 years of coding experience
2 years of employment as a software developer
Beijing Huiwen Middle SchoolBachelor of Science - BS, Chemistry, Bachelor of Science - BS, Chemistry at Nankai UniversityDoctor of Philosophy - PhD, Electrical Engineering, Doctor of Philosophy - PhD, Electrical Engineering at Yale UniversityProgramming languages (1)
Github contributions (5)
ccpcc/dota2_predictor
Aug 2020 - Feb 2021
Contributions:10 commits, 9 pushes, 1 branch in 6 months
ccpcc/family_file_server
Aug 2017 - Apr 2021
Contributions:9 pushes, 3 branches in 3 years 8 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.