Yeping Hu

ML Senior Staff Scientist @ Lawrence Livermore National Laboratory | Ph.D. @ UC Berkeley

Role
Senior Staff Scientist at Lawrence Livermore National Laboratory
Location
Berkeley, CA, US
LinkedIn followers
500 followers

About Yeping Hu

I am currently a senior ML research scientist at Lawrence Livermore National Laboratory. I received my Ph.D. degree at UC Berkeley. My research interests include: 1. AI for science; 2. ML capabilities improvements 3. Behavioral prediction, decision making and motion planning for intelligent agents (e.g. autonomous vehicles & robots). I’ve developed various approaches based on the concepts of graph neural networks, probabilistic models, reinforcement learning, and optimization.

Experience

  1. Senior Staff Scientist

    Lawrence Livermore National Laboratory

    May 2024 — Present

    Serve as Principal Investigator on multiple HPC4EI projects (https://hpc4energyinnovation.llnl.gov/)- Drive AI-for-Science initiatives across physics, biology, and healthcare- Artificial Intelligence Research Group

Education

  • University of Illinois Urbana-Champaign

    Bachelor's degree, Mechanical Engineering

    2012 — 2016

  • University of California, Berkeley

    Doctor of Philosophy (PhD), Mechanical Engineering

    2016 — 2021

Skills

  • Research
  • C
  • Microsoft Office
  • Microsoft Powerpoint
  • Labview
  • Finite Element Analysis
  • Cad
  • Java
  • Ptc Creo
  • Solidworks
  • Matlab
  • Python
  • Microsoft Excel
  • C++

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Yeping Hu — Senior Staff Scientist at Lawrence Livermore National Laboratory in Berkeley, CA, US | Unifers