Shiqi Zheng

I am a first year Master's student in Computational Engineering and Science at Brown University, with specialization in Fluid Mechanics. I major in Computer Science and Physics at the University of North Carolina at Chapel Hill.

I am advised by Prof. Baoyi Chen and participated in several particle physics research utilizing deep learning. I have a long-standing enthusiasm for the fields of Aerodynamics and Fluid Mechanics, and conducted several interdisciplinary data-driven research projects in Computational Fluid Dynamics, Quantum Physics, and applications of Machine Learning.

Also, I won 2 silver medals and 1 bronze medal in 2021 Kaggle competitions and awarded as Competitions Expert.

Email / CV / Google Scholar / LinkedIn / Github

Research

I am interested in integrating Deep Learning techniques to numerically analyze and simulate properties and behaviors across subjects, such as incompressible flows. Much of my research is about Quantum Physics, Cyber Security, Image Processing utilizing Machine Learning and Deep Learning.

	Bottom energy loss and non-prompt J/ψ production in relativistic heavy ion collisions Meimei Yang, Shiqi Zheng, Bo Tong, Jiaxing Zhao, Wenyuan Ouyang, Kai Zhou, Baoyi Chen Arxiv arXiv We discovered that the RAA and v2 of non-prompt J/ψ sensitive to the hot medium reflect and centrality supply an opportunity to study the bottom quarks energy loss in the hot medium.
	Fourier-Flow model generating Feynman paths Shile Chen, Oleh Savchuk, Shiqi Zheng, Baoyi Chen, Horst Stoecker, Lingxiao Wang, Kai Zhou Arxiv arXiv We offered a new avenue to investigate quantum systems with machine learning assisted Feynman Path integral solving.
	Research on Fingerprint Recognition Algorithm Linglong Tan, Huanyun Chen, Xiaoyao Yin, Shiqi Zheng IOP Publishing pdf We analyzed different fingerprint matching algorithms with computer vision concepts.
	Design and Implementation of Multi-rate Digital Signal Processing Software Based on FPGA Xiaoyao Yin, Yingchi Lin, Shiqi Zheng, Yuankui Wang IEEE IEEE We designed an application of FPGA in multi-rate digital signal processing.
	Detection Method of Stealing Complex Network Attack Considering Security Situation Awareness Shiqi Zheng IEEE IEEE I proposed an alarm algorithm based on the aggregation stage and an algorithm based on the causal probability correlation attack stage.
	Heart Attack Prediction with Artificial Neural Network Shiqi Zheng Clausius Scientific Press pdf I encoded patients' health-related features, designed and trained 3-layer ANN, and reached 87% accuracy to help predict the probability for patients to get heart attacks.

Education

	Brown University, Sc.M. in Data-Enabled Computational Engineering and Science, 2023 - Present
	UNC-Chapel Hill, B.S. in Computer Science and Physics, 2021 - 2023
	University of Florida, Transfer Out, Computer Science, 2019 - 2021

Experiences

	Brown Space Engineering, System Engineer on Attitude Determination and Control System (ADCS), 2023 - Present
	Tianjin University Department of Physics, Research Assistant on Particle Physics, 2022 - Present
	VisionX LLC, Software Engineer Intern on Computer Vision, 2022

Awards

Kaggle Competition Expert - 2 silver medals and 1 bronze medal

University of North Carolina at Chapel Hill Dean's List (2023)

University of Florida Dean's List (2019 & 2020)

Website template mainly borrowed from Here. Big thanks to Zineng Tang.