Shengyu Wang
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Shengyu Wang Email & Phone Number

Graduate Researcher at University of Rochester
Location: Rochester, New York, United States 7 work roles 4 schools
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Role
Graduate Researcher
Location
Rochester, New York, United States

Who is Shengyu Wang? Overview

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Shengyu Wang is listed as Graduate Researcher at University of Rochester, based in Rochester, New York, United States. AeroLeads shows a matched LinkedIn profile for Shengyu Wang.

Shengyu Wang previously worked as Graduate Researcher (Machine Learning and Optimization) at University Of Rochester and Congressional Tweet Competition with Natural Language Processing at University Of Rochester. Shengyu Wang holds Phd Candidate, Geological And Earth Sciences/Geosciences, 3.96 Out Of 4.0 from University Of Rochester.

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University of Rochester

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About Shengyu Wang

As a Ph.D. Candidate in Oceanography with education background in mathematics, I am passionate about leveraging my skills to address challenges through data-driven decision-making. With five years of research experience in ocean modeling, I have developed machine learning expertise in Python and MATLAB, focusing primarily on ocean methane cycle and global carbon removal. Additionally, I have applied deep learning techniques to other various domains, such as predicting future earthquake frequencies in Southern California, and the evolution of the COVID-19 pandemic.

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University of Rochester
University Of Rochester
Graduate Researcher
Rochester, NY, US
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7 roles

Shengyu Wang work experience

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Graduate Researcher (Machine Learning And Optimization)

Current

Rochester, New York, United States

  • Developed Innovative Data-Assimilation Numerical Models: Designed and developed 3D data-assimilation models that incorporate regression techniques, time-stepping methods, and optimization algorithms to quantify oceanic.
  • Conducted Time-Series Analysis on Climate Data: Performed data validation, calibration, and time-series analysis on predictive climate models, forecasting that methane emissions from the ocean will double by the year.
  • Modeled Carbon Removal Capability using AI & Deep Learning: Constructed numerical model to evaluate the ocean’s methane absorption capacity using artificial intelligence (neural networks), random forest regression and.
  • Constructed Ocean Physical Transport Model: Developed the first-ever 1D ocean sediments methane transport model by solving systems of ordinary differential equations and employing machine learning algorithms.
Sep 2019 - Present

Congressional Tweet Competition With Natural Language Processing

Rochester, New York, United States

Led a team in processing and analyzing over 592,000 congressional tweets using Natural Language Processing and Word Vectorization. Applied supervised training and ensemble learning for political partisanship prediction, resulting in an 89.3% model accuracy.

Jan 2022 - Jun 2022

Covid-19 Time Series Forecasting Through Deep Learning

Rochester, New York, United States

Processed and analyzed over 166,000 COVID-19 time series observations, implementing different clustering techniques, advanced neural network, and deep learning methods to develop predictive models that achieved accurate COVID-19 forecasts with R2 values above 85%.

Jan 2022 - Jun 2022

Internship – Quantitative Researcher

Shanghai Leadcorp International Trade Co., Ltd.

Shanghai, China

  • Applied X-12-ARIMA and Hodrick-Prescott filter to analyze time series data of Chinese iron ore import prices from 2010 to 2022, identifying significant seasonal instabilities due to COVID-19 and the Russo-Ukrainian War.
  • Developed a quantile regression model revealing the US Dollar Index and Baltic Dry Index as key determinants of Chinese iron ore import prices, suggesting that increased RMB internationalization will reduce import costs.
May 2024 - Aug 2024

Useit Intern- Probability And Machine Learning Team

Los Angeles, California, United States

Applied Bayesian statistics and Laplace smoothing on two earthquake prediction models, improving model accuracy by 30% and projecting an increase in earthquake frequency in Southern California for the next million years.

May 2018 - Aug 2018
4 education records

Shengyu Wang education

Phd Candidate, Geological And Earth Sciences/Geosciences, 3.96 Out Of 4.0

Co-advised by the Mathematics Department

FAQ

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What company does Shengyu Wang work for?

Shengyu Wang works for University of Rochester.

What is Shengyu Wang's role at University of Rochester?

Shengyu Wang is listed as Graduate Researcher at University of Rochester.

Where is Shengyu Wang based?

Shengyu Wang is based in Rochester, New York, United States while working with University of Rochester.

What companies has Shengyu Wang worked for?

Shengyu Wang has worked for University Of Rochester, Shanghai Leadcorp International Trade Co., Ltd., University Of Southern California, and Statewide California Earthquake Center (Scec).

How can I contact Shengyu Wang?

You can use AeroLeads to view verified contact signals for Shengyu Wang at University of Rochester, including work email, phone, and LinkedIn data when available.

What schools did Shengyu Wang attend?

Shengyu Wang holds Phd Candidate, Geological And Earth Sciences/Geosciences, 3.96 Out Of 4.0 from University Of Rochester.

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