Yue H.

Yue H. Email and Phone Number

Data Scientist @ Apple
Santa Barbara, CA, US
Yue H.'s Location
Santa Barbara, California, United States, United States
About Yue H.

I am a Statistics Ph.D. candidate at the University of California, Santa Barbara. My research focuses on uncertainty quantification, Gaussian process regression, and image analysis. Recently, I have been working on a Fourier-based video image analysis algorithm, which aims to extract detailed insights into molecular dynamics and develop data-driven formula for material discovery.

Yue H.'s Current Company Details
Apple

Apple

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Data Scientist
Santa Barbara, CA, US
Yue H. Work Experience Details
  • Apple
    Data Scientist
    Apple
    Santa Barbara, Ca, Us
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  • Uc Santa Barbara
    Graduate Teaching Assistant
    Uc Santa Barbara Jan 2022 - Present
    Lead discussion/lab sections for:PSTAT 231/131: Statistical LearningPSTAT 194: Computational Methods in Statistics (Monte Carlo simulation, Importance Sampling, Bayesian analysis)PSTAT 10: Programming using RSQLite and R, Head TA (Creating database, querying and manipulating data, generating view)PSTAT 120A/B: Probability and StatisticsPSTAT 5LS: Statistics for Life Science
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  • Biopacific Mip
    Research Fellow
    Biopacific Mip Jan 2021 - Dec 2021
    Santa Barbara, California, United States
    - Developed a Gaussian process regression (GPR) model for Fourier-based video image analysis to denoise and extract dynamic properties of embedded particles in sequential image stack.- Accelerated analysis from days/hours to minutes while preserving accuracy.- Implemented diffusion models for molecular simulation and uncertainty quantification.- Collaborate with teams in bioengineering and teams in mechanical engineering.
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  • Uc Santa Barbara
    Graduate Teaching Assistant
    Uc Santa Barbara Jan 2018 - Dec 2020
    Lead discussion/lab sections for:PSTAT 231/131: Statistical LearningPSTAT 194: Computational Methods in Statistics (Monte Carlo simulation, Importance Sampling, Bayesian analysis)PSTAT 10: Programming using RSQLite and R, Head TA(Creating database, querying and manipulating data, generating view)PSTAT 120A/B: Probability and StatisticsPSTAT 5LS: Statistics for Life Science
    View
  • University Of Colorado Denver
    Undergraduate Learning Assistant
    University Of Colorado Denver Sep 2015 - May 2016
    Hold Office Hours for:MATH 2411 - Calculus II ECON 4081 - Intermediate Macroeconomic Theory ECON 3811 - Statistics with Computer Applications ECON 2012 - Principle of Macroeconomics
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Yue H. Education Details

Frequently Asked Questions about Yue H.

What company does Yue H. work for?

Yue H. works for Apple

What is Yue H.'s role at the current company?

Yue H.'s current role is Data Scientist.

What schools did Yue H. attend?

Yue H. attended Uc Santa Barbara, University Of California, Santa Barbara, University Of Colorado Denver, China Agricultural University.

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