Zhixiang Ren, Ph.D.
Associate Research Scientist, Associate Professor, Ph.D. Supervisor, Lab Leader @ Peng Cheng Laboratory
About
I focus on AI for Science, drug discovery and deep learning. I have published over 70 papers in journals including Nature Machine Intelligence, Briefings in Bioinformatics and IEEE Transactions, accumulating over 10K citations (H-index 31), and holds 20 Patents as well as 5 Software Copyrights. My Google Scholar: https://scholar.google.com/citations?hl=en&user=ec_pCdEAAAAJ&view_op=list_works&sortby=pubdate My Github: https://github.com/AI-HPC-Research-Team
China
Shenzhen
Research
Deep Learning, Large Language Models (LLM), Data Science, AI for Science, Artificial Intelligence aided Drug Discovery , Computer Science, Bioinformatics, Molecular Biology, Signal Processing, Scientific Computing, Artificial Intelligence (AI), High Performance Computing (HPC), Machine Learning, Statistics, Data Analysis, Optics, Python, Linux, C++, Matlab
Experience
Associate Research Scientist, Associate Professor, Ph.D. Supervisor, Lab Leader
Peng Cheng Laboratory
Shenzhen, Guangdong
AI for science lab leader, AI cluster evaluation group leader, Ph.D. Supervisor, PI – AI aided drug discovery – Multimodal large AI models and deep generative models – AI for Science on AI supercomputing platform
Associate Research Fellow
Sun Yat-sen University
Zhuhai, Guangdong, China
AI for science
Postdoctoral Fellow
The University of New Mexico
Albuquerque, New Mexico Area
Research in high energy astrophysics with data science and machine learning.
Research Assistant
The University of New Mexico
Albuquerque, New Mexico Area
Research of very-high-energy gamma-rays with HAWC Observatory. The main goal of my research is to improve the low signal-to-noise ratio of the big & complex exper- imental data. Achievements: • classification of data events with machine learning technique • data cleaning & mining & visualization of HAWC data • customized software for statistical analysis in Python • implemented & improved physical models in Python & C++ • complete survey of extra-galactic sources (AGNs) with HAWC data • designed an automated detection system for bad detectors • improved laser calibration system • presentations at international conferences & seminars
Teaching Assistant
The University of New Mexico
Albuquerque, New Mexico Area
Regular office hours to answer students’ questions and assist them with the course work. Courses include: Senior Laboratory, Junior Laboratory, Optics Lab and General Physics.
Education
The University of New Mexico
Optical Science & Engineering - Astrophysics
The High Altitude Water Cherenkov Gamma-Ray Observatory (HAWC)
The University of New Mexico
Optical Science & Engineering - Photonics
Optics, semi-conductor physics, experimental physics
North University of China
Opto-electronic information engineering
Zhixiang Ren, Ph.D.'s Contact Information
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