CV

Basics

Name Ziran Liu
Email zliu@simis.cn
Url https://zliu-math.github.io
Summary Math for AI and AI for Math, especially Probability Theory, Stochastic Processes, and Differential Geometry, deep learning, Machine Learning and AI.

Work

  • 2024.12 - Present
    Postdoc Researcher
    SIMIS (Shanghai Institute for Mathematics and Interdisciplinary Sciences)
    Leading research initiatives on mathematical modeling, queueing theory, and stochastic analysis.
    • Developing solutions to large-scale optimization problems for interdisciplinary projects.
  • 2024.12 - Present
    Postdoc Researcher
    Fudan University
    Research Institute of Intelligent Complex Systems. Conducting research on complex systems and stochastic processes, with applications to optimization and intelligent systems.
    • Collaborating with interdisciplinary teams on mathematical models for system analysis.
  • 2024.05 - 2024.07
    Lecturer
    UC Berkeley, Department of Statistics
    Undergraduate courses on probability theory, including stochastic processes, Markov chains, CLT, and Poisson processes.
    • Developed full course notes for teaching Stat-134.
  • 2024.01 - 2024.12
    Visiting Scholar
    Cardinal Operations
    Conducted research on stochastic processes, reflected Brownian motion, and queueing theory applications.
    • Collaborated with data science and engineering teams to implement optimization strategies.
  • 2019.01 - 2019.12
    Instructor
    NYU Stern School of Business
    Designed syllabus, created teaching notes/matierial and taught undergraduate core course on operations research, focusing on optimization, scheduling, and queueing theory.

Education

  • 2016.09 - 2023.05

    New York, USA

    Ph.D.
    New York University, Leonard N. Stern School of Business
    Operations Research
    • Focus: Probability and Its Applications
  • 2014.09 - 2016.05

    New York, USA

    M.S.
    New York University, Courant Institute of Mathematical Sciences
    Mathematics
    • Focus: Probability and Differential Geometry
  • 2011.09 - 2014.06

    Tianjin, China

    M.S.
    Nankai University, Chern Institute of Mathematics
    Mathematics
    • Focus: Differential Geometry, Global Analysis on Manifolds
  • 2007.09 - 2011.06

    Tianjin, China

    B.S.
    Nankai University, School of Mathematical Sciences
    Mathematics
    • Honored, Shiing-Shen Chern Class

Awards

Certificates

USA Weightlifting (USAW) Certified Coach
USA Weightlifting 2020-01-01

Skills

Languages
English (Native/Bilingual)
Chinese (Native/Bilingual)
Programming
MATLAB
C++
Python
LEAN
Isabelle
Coq

Interests

Research Interests
Probability Theory
Stochastic Processes
Differential Geometry
Artificial Intelligence
Machine Learning
Deep Learning

References

Paul Bourgade
Professor of Mathematics,
NYU Courant.
Email: bourgade@cims.nyu.edu
Chung Pang Mok
Professor of Mathematics,
Shanghai Institute for Mathematics and Interdisciplinary Sciences (SIMIS), and Fudan University.
Email: cpmok@simis.cn
Michel Mandjes
Professor of Probability and Operations Research,
Universiteit Leiden.
Email: m.r.h.mandjes@math.leidenuniv.nl
Joshua Reed
Associate Professor and Deputy Chair,
NYU Stern.
Email: jreed@stern.nyu.edu
Wenqiang Xiao
Professor of Technology, Operations, and Statistics,
NYU Stern.
Email: wx2@stern.nyu.edu
Yifeng Yu
Professor of Mathematics and Vice Chair Undergraduate Affairs, School of Physical Sciences,
University of California, Irvine.
Email: yifengy@uci.edu