Yang Chen

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University of Michigan

United States

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Recent Grants

Grant: Close

DMS-EPSRC Collaborative Research: Advancing Statistical Foundations and Frontiers for and from Emerging Astronomical Data Challenges

Open Date: 2021-07-01

Close Date: 2024-06-30

Grant: Close

SWQU: NextGen Space Weather Modeling Framework Using Data, Physics and Uncertainty Quantification

Open Date: 2020-09-01

Close Date: 2023-08-31

Grant: Close

Solar Storms and Terrestrial Impacts Center (SOLSTICE)

Open Date: 2020-03-01

Close Date: 2022-03-01

Grant: Close

Collaborative Research: Highly Principled Data Science for Multi-Domain Astronomical Measurements and Analysis

Open Date: 2018-07-15

Close Date: 2021-06-30

Articles (23)

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Collaborators (15)

E. Camporeale

UNITED STATES

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Alfred Hero

University of Michigan

UNITED STATES

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Shasha Zou

Associate professor

University of Michigan

UNITED STATES

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Tuija Pulkkinen

University of Michigan

UNITED STATES

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Chetraj Pandey

Assistant Professor

Texas Christian University

UNITED STATES

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Zihan Wang

University of Michigan

UNITED STATES

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David Van Dyk

Imperial College London

UNITED KINGDOM

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Zhenguang Huang

University of Michigan

UNITED STATES

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Alexander Kosovichev

New Jersey Institute of Technology

UNITED STATES

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Xun Huan

Assistant Professor

University of Michigan

UNITED STATES

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Dustin Kempton

Research Assistant Professor

University of Georgia

UNITED STATES

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Charlotte Waterfall

National Aeronautics and Space Administration (NASA)

UNITED STATES

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Aniket Jivani

University of Michigan

UNITED STATES

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Sheldon Hilson Fereira

New Jersey Institute of Technology

UNITED STATES

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G. Toth

UNITED STATES

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Yang Chen

Research Interests

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Recent Grants

Articles (23)

GeoDGP: One‐Hour Ahead Global Probabilistic Geomagnetic Perturbation Forecasting Using Deep Gaussian Process

Decent Estimate of CME Arrival Time From a Data‐Assimilated Ensemble in the Alfvén Wave Solar Atmosphere Model (DECADE‐AWSoM)

Conformalized Tensor Completion with Riemannian Optimization

Maximum-likelihood Regression with Systematic Errors for Astronomy and the Physical Sciences. I. Methodology and Goodness-of-fit Statistic of Poisson Data

Maximum-likelihood Regression with Systematic Errors for Astronomy and the Physical Sciences. II. Hypothesis Testing of Nested Model Components for Poisson Data

Discussion on “Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection” by Ward, Dilillo, Eckley and Fearnhead

On the Optimal Prediction of Extreme Events in Heavy-Tailed Time Series With Applications to Solar Flare Forecasting

Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting

A LATENT MIXTURE MODEL FOR HETEROGENEOUS CAUSAL MECHANISMS IN MENDELIAN RANDOMIZATION

Uncovering the heterogeneity of a solar flare mechanism with mixture models

Six Maxims of Statistical Acumen for Astronomical Data Analysis

Forecast Global Ionospheric TEC: Apply Modified U‐Net on VISTA TEC Data Set

Complete Global Total Electron Content Map Dataset based on a Video Imputation Algorithm VISTA

Editorial: Machine learning and statistical methods for solar flare prediction

Global Sensitivity Analysis and Uncertainty Quantification for Background Solar Wind Using the Alfvén Wave Solar Atmosphere Model

MODELING RACIAL/ETHNIC DIFFERENCES IN COVID-19 INCIDENCE WITH COVARIATES SUBJECT TO NONRANDOM MISSINGNESS

Incorporating polar field data for improved solar flare prediction

MATRIX COMPLETION METHODS FOR THE TOTAL ELECTRON CONTENT VIDEO RECONSTRUCTION

Quantifying Observed Prior Impact

New Findings From Explainable SYM‐H Forecasting Using Gradient Boosting Machines

Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data

Interpretable Machine Learning to Forecast SEP Events for Solar Cycle 23

Review of solar energetic particle models

Collaborators (15)

E. Camporeale

Alfred Hero

Shasha Zou

Tuija Pulkkinen

Chetraj Pandey

Zihan Wang

David Van Dyk

Zhenguang Huang

Alexander Kosovichev

Xun Huan

Dustin Kempton

Charlotte Waterfall

Aniket Jivani

Sheldon Hilson Fereira

G. Toth

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