Jian Zhang

Jian Zhang

San Francisco Bay Area
1K followers 500+ connections

About

Familiar with various statistical methods including linear regression model, generalized…

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Education

  • Fudan University Graphic
  • Use nonparametric bootstrapping algorithms to analyze high dimensional rotational data

    Research and develop new bootstrapping algorithms based on derived pivotal quantities

    Develop ensemble learning methods including bagging/boosting to enhance wind power prediction precision

  • Research and design new machine learning algorithms including genetic algorithm and Monte Carlo annealing methods to identify patterns in novel materials with complex structures

    Conduct computer simulations to analyze and optimize novel material structures

    Build models to explain a variety of Physics phenomena including molecular dynamics and heat transfer

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